South Florida COVID-19 Trajectory

Introduction

Public understanding of science is critical in times of crisis. The following analysis was conducted to examine the trajectory of COVID-19 in the South Florida counties of Miami-Dade, Broward, and Palm Beach. For phased reopening, the White House has set guidelines for local municipalities in their “Opening Up American Again” report. In the report, it is highly suggested that:

  1. Local areas show a downward trajectory in the number of positive cases as a percent of total tests over a two-week period, and
  2. Local hospitals have capacity to handle all patients without crisis care.

The analysis begins by looking at the number of new positive cases each day and the number of total tests performed each day. The figures are presented together because as there is more testing, there are likely to be more positive test results. Therefore, the proportion of positive cases is also calculated. Given a flat or increasing number of tests performed, the proportion of positive cases is the key metric to be used when looking at epidemic trajectory. It is recommended that this proportion not exceed 5%.

Finally, to ensure hospitals can meet demand without crisis care, the COVID-19 positive hospitalization census, COVID-19 positive ICU census, and COVID-19 positive ventilation census is plotted over time. Census refers to the number of COVID-19 positive patients in the hospital, ICU, and on ventilators, respectively, on a given day.

For Miami-Dade, Broward, and Palm Beach Counties, this document shows the

  • Full testing counts data,
  • Count of positive and total COVID-19 tests since mid-March,
  • Proportion of positive counts to total counts within the last two weeks,
  • Proportion of positive counts to total counts since mid-March,
  • Full COVID-19 hospitalization census data, and
  • Counts of patients hospitalized with COVID-19 since the beginning of April

Note: 5-day moving averages are used to smooth data. Note: On 8/31 there was a one-time historical data submission of a large number of cases from a large laboratory. The number of cases for 8/31 in the current report excludes this historical data submission. Note: a data dump of previously reported results prevented the reporting system from normal processing of lab results on October 9th, causing an inaccurate representation of data for October 9th and October 10th.


Miami-Dade County

COVID-19 Testing Data

Full Data

This is a table of the most recent data we have available. We include data sources at the end of the document.
Date Positive Negative PropPositive Total
2020-03-20 NA NA NA NA
2020-03-21 NA NA NA NA
2020-03-22 NA NA NA NA
2020-03-23 NA NA NA NA
2020-03-24 58.6 349.8 14.348678 408.4
2020-03-25 84.8 536.4 13.650998 621.2
2020-03-26 109.8 602.4 15.417018 712.2
2020-03-27 134.2 725.2 15.615546 859.4
2020-03-28 179.4 860.4 17.253318 1039.8
2020-03-29 233.8 1011.8 18.770071 1245.6
2020-03-30 258.6 988.6 20.734445 1247.2
2020-03-31 315.2 1161.4 21.346336 1476.6
2020-04-01 328.6 1262.0 20.658871 1590.6
2020-04-02 383.4 1561.2 19.716137 1944.6
2020-04-03 436.0 1687.2 20.535041 2123.2
2020-04-04 486.6 1998.8 19.578337 2485.4
2020-04-05 456.6 1928.2 19.146260 2384.8
2020-04-06 513.4 2076.2 19.825456 2589.6
2020-04-07 503.2 1991.6 20.169953 2494.8
2020-04-08 475.8 1838.6 20.558244 2314.4
2020-04-09 456.6 1861.6 19.696316 2318.2
2020-04-10 502.8 2110.6 19.239305 2613.4
2020-04-11 504.2 2195.2 18.678225 2699.4
2020-04-12 478.4 2120.0 18.411330 2598.4
2020-04-13 476.2 2350.8 16.844712 2827.0
2020-04-14 462.0 2156.2 17.645711 2618.2
2020-04-15 441.2 2133.6 17.135312 2574.8
2020-04-16 435.8 2140.6 16.915075 2576.4
2020-04-17 466.8 2398.0 16.294331 2864.8
2020-04-18 430.6 2246.4 16.085170 2677.0
2020-04-19 450.8 2451.8 15.530903 2902.6
2020-04-20 445.8 2619.8 14.542015 3065.6
2020-04-21 454.0 2912.4 13.486217 3366.4
2020-04-22 443.2 2872.4 13.367113 3315.6
2020-04-23 507.8 3300.0 13.335784 3807.8
2020-04-24 525.2 3332.4 13.614683 3857.6
2020-04-25 555.4 3513.2 13.650887 4068.6
2020-04-26 516.8 3182.4 13.970588 3699.2
2020-04-27 513.0 3200.0 13.816321 3713.0
2020-04-28 431.8 2737.2 13.625749 3169.0
2020-04-29 383.2 2507.6 13.255846 2890.8
2020-04-30 337.0 2425.2 12.200420 2762.2
2020-05-01 310.2 2633.2 10.538833 2943.4
2020-05-02 249.8 2512.0 9.044826 2761.8
2020-05-03 266.2 2824.6 8.612657 3090.8
2020-05-04 234.6 3263.8 6.705923 3498.4
2020-05-05 201.0 2965.2 6.348304 3166.2
2020-05-06 181.6 2701.2 6.299431 2882.8
2020-05-07 171.8 2682.8 6.018356 2854.6
2020-05-08 145.8 2628.2 5.255948 2774.0
2020-05-09 161.0 2290.0 6.568747 2451.0
2020-05-10 160.0 2354.0 6.364360 2514.0
2020-05-11 163.0 2580.0 5.942399 2743.0
2020-05-12 174.6 2494.2 6.542266 2668.8
2020-05-13 197.2 2412.8 7.555556 2610.0
2020-05-14 194.2 2315.4 7.738285 2509.6
2020-05-15 197.6 2184.8 8.294157 2382.4
2020-05-16 272.2 2104.8 11.451409 2377.0
2020-05-17 274.4 2609.8 9.513903 2884.2
2020-05-18 243.4 3227.6 7.012388 3471.0
2020-05-19 214.0 5612.0 3.673189 5826.0
2020-05-20 246.4 6684.6 3.555043 6931.0
2020-05-21 175.8 6608.0 2.591468 6783.8
2020-05-22 174.6 6399.2 2.655998 6573.8
2020-05-23 174.6 5836.4 2.904675 6011.0
2020-05-24 205.4 4216.4 4.645167 4421.8
2020-05-25 160.2 3328.0 4.592627 3488.2
2020-05-26 142.6 3156.4 4.322522 3299.0
2020-05-27 139.6 3066.4 4.354336 3206.0
2020-05-28 166.8 3702.2 4.311191 3869.0
2020-05-29 156.0 3084.2 4.814518 3240.2
2020-05-30 173.8 3341.2 4.944523 3515.0
2020-05-31 181.4 3568.4 4.837591 3749.8
2020-06-01 169.4 3238.2 4.971241 3407.6
2020-06-02 167.6 3032.0 5.238155 3199.6
2020-06-02 189.4 3531.6 5.090030 3721.0
2020-06-04 192.4 3492.6 5.221167 3685.0
2020-06-05 211.4 3530.6 5.649385 3742.0
2020-06-06 260.4 5098.6 4.859115 5359.0
2020-06-07 255.6 4705.6 5.151979 4961.2
2020-06-08 247.0 4566.2 5.131721 4813.2
2020-06-09 253.0 4434.2 5.397679 4687.2
2020-06-10 265.4 4784.2 5.255862 5049.6
2020-06-11 250.8 3801.2 6.189536 4052.0
2020-06-12 317.6 4239.6 6.969192 4557.2
2020-06-13 329.8 5238.6 5.922707 5568.4
2020-06-14 333.4 5133.6 6.098409 5467.0
2020-06-15 378.2 5205.8 6.772923 5584.0
2020-06-16 425.0 5079.8 7.720535 5504.8
2020-06-17 425.0 4991.0 7.847120 5416.0
2020-06-18 476.8 4024.0 10.593672 4500.8
2020-06-19 547.4 4412.8 11.035845 4960.2
2020-06-20 624.8 4543.8 12.088380 5168.6
2020-06-21 612.8 4745.2 11.437103 5358.0
2020-06-22 635.6 4466.8 12.456883 5102.4
2020-06-23 707.0 4351.4 13.976752 5058.4
2020-06-24 759.0 4955.6 13.281769 5714.6
2020-06-25 880.0 5590.2 13.600816 6470.2
2020-06-26 1065.4 6370.0 14.328752 7435.4
2020-06-27 1358.0 7727.8 14.946400 9085.8
2020-06-28 1481.4 8284.4 15.169264 9765.8
2020-06-29 1623.8 8209.2 16.513780 9833.0
2020-06-30 1549.0 7411.0 17.287946 8960.0
2020-07-01 1736.8 7641.4 18.519545 9378.2
2020-07-02 1717.6 7210.8 19.237489 8928.4
2020-07-03 1899.8 7957.8 19.272440 9857.6
2020-07-04 2036.0 8246.6 19.800440 10282.6
2020-07-05 2203.8 8810.8 20.007989 11014.6
2020-07-06 2149.8 8444.2 20.292618 10594.0
2020-07-07 2327.8 8970.8 20.602553 11298.6
2020-07-08 2241.4 8011.0 21.862198 10252.4
2020-07-09 2256.8 8086.4 21.819166 10343.2
2020-07-10 2368.8 8351.4 22.096603 10720.2
2020-07-11 2678.0 10401.0 20.475572 13079.0
2020-07-12 2739.2 10869.4 20.128448 13608.6
2020-07-13 2761.4 11218.4 19.752786 13979.8
2020-07-14 2787.8 11340.0 19.732726 14127.8
2020-07-15 2897.2 12180.0 19.215770 15077.2
2020-07-16 2664.0 10752.4 19.856295 13416.4
2020-07-17 2641.6 11130.6 19.180668 13772.2
2020-07-18 2865.4 12140.8 19.094774 15006.2
2020-07-19 2939.4 12113.8 19.526745 15053.2
2020-07-20 2821.2 11505.6 19.691766 14326.8
2020-07-21 2889.8 12093.4 19.286935 14983.2
2020-07-22 2807.0 11543.8 19.559885 14350.8
2020-07-23 2828.4 11758.6 19.389868 14587.0
2020-07-24 2935.0 12581.2 18.915714 15516.2
2020-07-25 3015.6 13120.0 18.689110 16135.6
2020-07-26 2980.2 12684.2 19.025306 15664.4
2020-07-27 3042.6 13140.8 18.800746 16183.4
2020-07-28 2932.0 13294.0 18.069765 16226.0
2020-07-29 2807.2 13062.2 17.689390 15869.4
2020-07-30 2738.0 13325.2 17.045172 16063.2
2020-07-31 2773.2 13843.0 16.689736 16616.2
2020-08-01 2464.2 12656.0 16.297404 15120.2
2020-08-02 2100.2 11143.6 15.857986 13243.8
2020-08-03 1773.4 10015.4 15.043092 11788.8
2020-08-04 1505.0 8443.4 15.128061 9948.4
2020-08-05 1297.8 7933.2 14.059148 9231.0
2020-08-06 1347.2 8330.6 13.920519 9677.8
2020-08-07 1513.6 9291.8 14.007811 10805.4
2020-08-08 1534.8 9669.0 13.698924 11203.8
2020-08-09 1524.4 10258.0 12.937941 11782.4
2020-08-10 1483.8 9865.2 13.074280 11349.0
2020-08-11 1956.2 11470.0 14.570020 13426.2
2020-08-12 1943.6 11535.6 14.419253 13479.2
2020-08-13 2036.4 12506.2 14.002998 14542.6
2020-08-14 2155.8 13529.2 13.744342 15685.0
2020-08-15 2041.2 13245.8 13.352522 15287.0
2020-08-16 1371.6 10663.0 11.397138 12034.6
2020-08-17 1218.6 9956.8 10.904308 11175.4
2020-08-18 1101.4 9285.0 10.604252 10386.4
2020-08-19 967.4 8387.4 10.341215 9354.8
2020-08-20 1010.6 8948.8 10.147198 9959.4
2020-08-21 1052.0 10361.0 9.217559 11413.0
2020-08-22 1011.8 10248.6 8.985471 11260.4
2020-08-23 892.4 9215.8 8.828476 10108.2
2020-08-24 838.2 8756.2 8.736346 9594.4
2020-08-25 764.4 8464.4 8.282767 9228.8
2020-08-26 700.0 7487.4 8.549723 8187.4
2020-08-27 678.8 7573.4 8.225685 8252.2
2020-08-28 697.0 8132.6 7.893902 8829.6
2020-08-29 639.2 8063.0 7.345269 8702.2
2020-08-30 551.4 7164.2 7.146560 7715.6
2020-08-31 594.6 7660.8 7.202558 8255.4
2020-09-01 528.8 7264.4 6.785403 7793.2
2020-09-02 524.0 7150.0 6.828251 7674.0
2020-09-03 515.8 7220.0 6.667701 7735.8
2020-09-04 558.6 7842.8 6.648892 8401.4
2020-09-05 457.6 6933.4 6.191314 7391.0
2020-09-06 446.0 6771.6 6.179339 7217.6
2020-09-07 403.6 6597.2 5.765055 7000.8
2020-09-08 394.8 6348.4 5.854787 6743.2
2020-09-09 374.6 6296.8 5.615013 6671.4
2020-09-10 397.8 7016.6 5.365235 7414.4
2020-09-11 429.8 7754.0 5.251839 8183.8
2020-09-12 415.4 7814.2 5.047633 8229.6
2020-09-13 378.8 7692.4 4.693230 8071.2
2020-09-14 370.8 7746.4 4.568078 8117.2
2020-09-15 372.0 7879.4 4.508326 8251.4
2020-09-16 375.8 8468.0 4.249305 8843.8
2020-09-17 398.6 9299.0 4.110295 9697.6
2020-09-18 459.4 10825.6 4.070891 11285.0
2020-09-19 452.8 10796.4 4.025175 11249.2
2020-09-20 418.0 10347.6 3.882738 10765.6
2020-09-21 398.0 9185.4 4.153015 9583.4
2020-09-22 391.0 8414.2 4.440558 8805.2
2020-09-23 357.6 7405.0 4.606704 7762.6
2020-09-24 381.6 7596.8 4.782914 7978.4
2020-09-25 400.8 7907.8 4.823917 8308.6
2020-09-26 385.2 7932.2 4.631255 8317.4
2020-09-27 324.6 7019.2 4.420055 7343.8
2020-09-28 371.2 7019.8 5.022324 7391.0
2020-09-29 340.8 6633.2 4.886722 6974.0
2020-09-30 368.0 6658.2 5.237539 7026.2
2020-10-01 413.6 7272.0 5.381493 7685.6
2020-10-02 495.8 8371.6 5.591267 8867.4
2020-10-03 439.8 8090.6 5.155678 8530.4
2020-10-04 409.4 7966.4 4.887891 8375.8
2020-10-05 397.2 7577.0 4.981064 7974.2
2020-10-06 377.6 7746.4 4.647957 8124.0
2020-10-07 371.2 8159.6 4.351292 8530.8
2020-10-08 381.4 8589.2 4.251667 8970.6
2020-10-09 398.6 8000.6 4.745690 8399.2
2020-10-10 449.4 9623.6 4.461431 10073.0
2020-10-11 426.8 8896.2 4.577926 9323.0
2020-10-12 431.4 8914.4 4.615977 9345.8
2020-10-13 438.4 8697.8 4.798494 9136.2
2020-10-14 488.4 10039.6 4.639058 10528.0
2020-10-15 453.0 9472.8 4.563864 9925.8
2020-10-16 501.6 10334.8 4.628844 10836.4
2020-10-17 496.2 10233.0 4.624762 10729.2
2020-10-18 489.0 10408.0 4.487474 10897.0
2020-10-19 492.4 10452.0 4.499105 10944.4
2020-10-20 454.0 9233.4 4.686500 9687.4
2020-10-21 512.2 10095.2 4.828704 10607.4
2020-10-22 525.8 11349.0 4.427864 11874.8
2020-10-23 566.6 14271.6 3.818522 14838.2
2020-10-24 517.4 13959.6 3.573945 14477.0
2020-10-25 568.0 14587.4 3.747839 15155.4
2020-10-26 546.8 13966.0 3.767708 14512.8
2020-10-27 589.4 13294.2 4.245297 13883.6
2020-10-28 603.0 11029.4 5.183797 11632.4
2020-10-29 713.0 12174.2 5.532622 12887.2
2020-10-30 661.8 11376.0 5.497682 12037.8
2020-10-31 773.8 13381.2 5.466620 14155.0
2020-11-01 743.8 12588.8 5.578807 13332.6
2020-11-02 782.2 12537.4 5.872549 13319.6
2020-11-03 749.6 11518.0 6.110405 12267.6
2020-11-04 957.8 14088.0 6.365896 15045.8
2020-11-05 910.2 12449.8 6.812874 13360.0
2020-11-06 955.2 12459.2 7.120706 13414.4
2020-11-07 1122.2 14266.2 7.292506 15388.4
2020-11-08 1086.0 13553.8 7.418134 14639.8
2020-11-09 890.4 11073.2 7.442576 11963.6
2020-11-10 812.8 10440.8 7.222578 11253.6
2020-11-11 892.6 11020.4 7.492655 11913.0
2020-11-12 923.6 10364.2 8.182285 11287.8
2020-11-13 1054.6 11365.0 8.491417 12419.6
2020-11-14 1442.6 15007.8 8.769392 16450.4
2020-11-15 1509.8 15242.8 9.012332 16752.6
2020-11-16 1640.2 16598.0 8.993212 18238.2
2020-11-17 1602.6 16205.0 8.999528 17807.6
2020-11-18 1755.8 18316.8 8.747248 20072.6
2020-11-19 1692.0 17648.6 8.748436 19340.6
2020-11-20 1869.8 19909.4 8.585256 21779.2
2020-11-21 1843.6 20139.6 8.386404 21983.2
2020-11-22 1800.0 20622.8 8.027543 22422.8
2020-11-23 1770.4 20499.8 7.949637 22270.2
2020-11-24 1780.8 21427.0 7.673282 23207.8
2020-11-25 1792.6 22444.2 7.396191 24236.8
2020-11-26 1793.8 23046.4 7.221359 24840.2
2020-11-27 1799.0 22564.0 7.384148 24363.0
2020-11-28 1834.4 21841.4 7.747996 23675.8
2020-11-29 1809.4 20257.6 8.199574 22067.0
2020-11-30 1842.0 18488.8 9.060145 20330.8
2020-12-01 1947.0 18117.8 9.703561 20064.8
2020-12-02 2099.2 19200.6 9.855492 21299.8
2020-12-03 2198.8 21265.0 9.371031 23463.8
2020-12-04 2252.2 22836.6 8.976914 25088.8
2020-12-05 2224.6 23156.2 8.764893 25380.8


Total COVID-19 Tests by Day

The average number of COVID-19 tests performed each day increased from about 2,000 in to in early April to around 12,500 in August. Over the past two weeks, there has been an average increase of 51 additional tests performed each day in Miami-Dade County. This data is presented on a log scale.

Positive COVID-19 Tests by Day

There was a general decrease in the number of new positive test results from early April until around mid May when Miami-Dade reopened. Afterwards, this trend flattened out and then increased. Over the past two weeks, there has been an average increase of 33.45 additional positive cases each day, per day in Miami-Dade County.

Proportion of Positive Cases within Past Two Weeks

During the 14-day period from 21 November to 05 December, there was a increase in the proportion of positive COVID-19 cases reported in Miami-Dade County. Over this period, there was an average change of 0.127 percentage points per day for new positive cases. Given a flat or increasing number of tests performed, the proportion of positive tests obtained is the key metric for examining COVID-19 trajectory.

Proportion of Positive COVID-19 Tests by Day

Overall, the proportion of positive test results out of all tests decreased significantly from over 15% in April to the proportion of about 6% at the end of May. This is a function of test availability and the population being tested. Overall, since the county reopened on May 11th, the proportion of positive tests increased over time until mid-July when it began to decrease. Since mid-October the proportion of positive tests has been increasing.

COVID-19 Hospitalization Data

Full Data

The data below is COVID-19 hospital census data for Miami-Dade County for all dates with available data since April 2.These columns are: the number of patients hospitalized with COVID-19 (Hospitalized), the number of patients in intensive care with COVID-19 (ICU), the number of patients in intensive care with COVID-19 who are also on ventilators (Ventilated), the number of patients positive for COVID-19 that were admitted the previous day (AdmitPrevDay), the number of patients recovered from COVID-19 that were discharged the previous day (DischPrevDay), and the net admission of patients positive for COVID-19 the previous day (DeltaAdmit; a negative value means more recovered patients were discharged than sick patients admitted).

Date County TotalBeds AvailableBeds HospitalCapacity Hospitalized ICU Ventilated AdmitPrevDay DischPrevDay DeltaAdmit
2020-04-02 MIAMI-DADE 9455 NA NA 320 130 116 NA NA NA
2020-04-03 MIAMI-DADE 9455 NA NA 346 133 116 111 33 78
2020-04-04 MIAMI-DADE 9455 NA NA 416 133 112 59 37 22
2020-04-05 MIAMI-DADE 9455 NA NA 533 188 146 108 19 89
2020-04-06 MIAMI-DADE 9455 NA NA 516 178 151 89 21 68
2020-04-07 MIAMI-DADE 9455 NA NA 591 199 167 76 28 48
2020-04-08 MIAMI-DADE 9455 NA NA 636 215 166 107 32 75
2020-04-09 MIAMI-DADE 9455 NA NA 634 232 170 99 61 38
2020-04-10 MIAMI-DADE 9455 4977 0.5263882 681 245 172 79 37 42
2020-04-10 MIAMI-DADE 9455 NA NA 676 251 183 73 36 37
2020-04-11 MIAMI-DADE 9455 NA NA 671 238 177 99 64 35
2020-04-12 MIAMI-DADE 9455 NA NA 672 243 192 80 59 21
2020-04-12 MIAMI-DADE 9455 NA NA 714 245 183 60 61 -1
2020-04-13 MIAMI-DADE 9455 NA NA 653 247 184 74 47 27
2020-04-13 MIAMI-DADE 9455 NA NA 695 251 184 80 48 32
2020-04-14 MIAMI-DADE 9455 3264 0.3452142 653 204 146 69 41 28
2020-04-14 MIAMI-DADE 9455 3483 0.3683765 712 249 174 86 66 20
2020-04-15 MIAMI-DADE 9455 3325 0.3516658 693 234 169 84 76 8
2020-04-16 MIAMI-DADE 9455 3341 0.3533580 714 223 176 77 84 -7
2020-04-16 MIAMI-DADE 9455 3604 0.3811740 736 226 176 74 111 -37
2020-04-17 MIAMI-DADE 9455 3570 0.3775780 706 213 172 83 107 -24
2020-04-17 MIAMI-DADE 9455 3471 0.3671074 797 285 170 74 88 -14
2020-04-18 MIAMI-DADE 9455 3455 0.3654151 697 221 170 101 137 -36
2020-04-18 MIAMI-DADE 9455 3561 0.3766261 697 219 170 93 138 -45
2020-04-19 MIAMI-DADE 9455 3507 0.3709149 730 223 170 71 105 -34
2020-04-20 MIAMI-DADE 9455 3410 0.3606557 727 210 167 58 64 -6
2020-04-21 MIAMI-DADE 9455 3468 0.3667901 759 205 155 92 81 11
2020-04-22 MIAMI-DADE 9455 3260 0.3447911 743 196 148 72 88 -16
2020-04-22 MIAMI-DADE 9455 3410 0.3606557 722 194 139 71 121 -50
2020-04-23 MIAMI-DADE 9455 3378 0.3572713 706 186 129 91 62 29
2020-04-23 MIAMI-DADE 9455 3541 0.3745108 728 192 139 82 65 17
2020-04-24 MIAMI-DADE 9455 3193 0.3377049 694 173 125 86 66 20
2020-04-25 MIAMI-DADE 9455 3383 0.3578001 699 182 133 85 50 35
2020-04-25 MIAMI-DADE 9455 3288 0.3477525 705 178 133 84 51 33
2020-04-26 MIAMI-DADE 9455 3231 0.3417240 752 176 115 95 34 61
2020-04-26 MIAMI-DADE 9455 3250 0.3437335 747 177 116 79 32 47
2020-04-27 MIAMI-DADE 9455 3266 0.3454257 728 163 114 52 23 29
2020-04-27 MIAMI-DADE 9455 3278 0.3466949 725 162 115 50 26 24
2020-04-28 MIAMI-DADE 9455 3045 0.3220518 763 204 128 53 43 10
2020-04-28 MIAMI-DADE 9455 2996 0.3168694 776 203 127 71 52 19
2020-04-29 MIAMI-DADE 9455 2927 0.3095717 746 204 119 74 48 26
2020-04-29 MIAMI-DADE 9455 2916 0.3084082 747 196 120 75 44 31
2020-04-30 MIAMI-DADE 9455 3006 0.3179270 735 167 108 64 61 3
2020-04-30 MIAMI-DADE 9455 3001 0.3173982 735 168 108 58 63 -5
2020-05-01 MIAMI-DADE 9455 3266 0.3454257 733 177 110 69 76 -7
2020-05-01 MIAMI-DADE 9455 3274 0.3462718 724 171 110 79 77 2
2020-05-02 MIAMI-DADE 9455 3230 0.3416182 715 168 107 86 72 14
2020-05-03 MIAMI-DADE 9455 3344 0.3536753 707 181 103 68 134 -66
2020-05-03 MIAMI-DADE 9455 3335 0.3527234 697 179 102 56 132 -76
2020-05-04 MIAMI-DADE 9455 3114 0.3293496 702 170 105 46 29 17
2020-05-04 MIAMI-DADE 9455 3118 0.3297726 692 167 103 47 33 14
2020-05-05 MIAMI-DADE 9455 2950 0.3120042 674 157 84 68 76 -8
2020-05-05 MIAMI-DADE 9455 2954 0.3124273 677 156 84 67 74 -7
2020-05-06 MIAMI-DADE 9455 2926 0.3094659 660 142 80 80 68 12
2020-05-06 MIAMI-DADE 9455 2930 0.3098889 658 142 80 84 72 12
2020-05-07 MIAMI-DADE 9455 2867 0.3032258 661 137 75 71 65 6
2020-05-07 MIAMI-DADE 9455 2870 0.3035431 658 136 75 71 65 6
2020-05-08 MIAMI-DADE 9455 3023 0.3197250 643 130 78 68 64 4
2020-05-09 MIAMI-DADE 9526 3056 0.3208062 817 128 79 67 185 -118
2020-05-09 MIAMI-DADE 9526 3049 0.3200714 649 129 79 71 180 -109
2020-05-10 MIAMI-DADE 9526 3017 0.3167122 662 133 77 81 35 46
2020-05-10 MIAMI-DADE 9526 3073 0.3225908 667 127 77 64 31 33
2020-05-11 MIAMI-DADE 9526 3214 0.3373924 695 121 74 58 23 35
2020-05-11 MIAMI-DADE 9526 3214 0.3373924 695 121 74 58 23 35
2020-05-12 MIAMI-DADE 9526 2889 0.3032752 698 123 82 74 49 25
2020-05-12 MIAMI-DADE 9526 2874 0.3017006 634 111 73 76 50 26
2020-05-13 MIAMI-DADE 9526 2862 0.3004409 679 112 68 50 59 -9
2020-05-13 MIAMI-DADE 9526 2764 0.2901533 716 119 66 54 55 -1
2020-05-14 MIAMI-DADE 9526 2696 0.2830149 694 118 62 54 74 -20
2020-05-14 MIAMI-DADE 9526 2685 0.2818602 694 117 61 47 76 -29
2020-05-15 MIAMI-DADE 9526 2663 0.2795507 697 110 59 67 76 -9
2020-05-15 MIAMI-DADE 9526 2662 0.2794457 697 111 59 60 64 -4
2020-05-16 MIAMI-DADE 9526 2759 0.2896284 714 119 61 62 81 -19
2020-05-16 MIAMI-DADE 9526 2760 0.2897334 747 125 62 74 83 -9
2020-05-18 MIAMI-DADE 9526 2638 0.2769263 778 128 82 23 14 9
2020-05-19 MIAMI-DADE 9526 2560 0.2687382 742 122 50 52 44 8
2020-05-23 MIAMI-DADE 9526 2592 0.2720974 772 114 59 70 68 2
2020-05-26 MIAMI-DADE 9526 2800 0.2939324 792 106 67 67 110 -43
2020-05-27 MIAMI-DADE 9526 2589 0.2717825 768 106 61 42 46 -4
2020-05-28 MIAMI-DADE 9526 2391 0.2509973 740 103 56 59 98 -39
2020-05-29 MIAMI-DADE 9526 2464 0.2586605 729 92 55 48 74 -26
2020-05-31 MIAMI-DADE 9526 2640 0.2771363 716 96 53 71 49 22
2020-06-01 MIAMI-DADE 9526 2526 0.2651690 663 95 75 39 45 -6
2020-06-02 MIAMI-DADE 9526 2464 0.2586605 714 96 54 61 59 2
2020-06-03 MIAMI-DADE 9526 2339 0.2455385 699 98 56 58 109 -51
2020-06-04 MIAMI-DADE 9526 2444 0.2565610 643 98 NA 60 81 -21
2020-06-05 MIAMI-DADE 9526 2478 0.2601302 717 114 56 82 86 -4
2020-06-08 MIAMI-DADE 9526 2504 0.2628595 723 108 60 56 22 34
2020-06-10 MIAMI-DADE 9526 2199 0.2308419 724 93 58 60 54 6
2020-06-11 MIAMI-DADE 9526 2160 0.2267478 691 98 58 65 67 -2
2020-06-12 MIAMI-DADE 9526 2192 0.2301071 686 99 59 54 70 -16
2020-06-12 MIAMI-DADE 9526 2291 0.2404997 681 103 59 58 69 -11
2020-06-15 MIAMI-DADE 9526 2383 0.2501575 738 126 66 95 45 50
2020-06-16 MIAMI-DADE 9526 2250 0.2361957 754 135 64 99 76 23
2020-06-17 MIAMI-DADE 9526 2161 0.2268528 761 131 67 101 87 14
2020-06-18 MIAMI-DADE 9526 2036 0.2137308 761 138 64 101 249 -148
2020-06-19 MIAMI-DADE 9526 2096 0.2200294 758 131 71 115 150 -35
2020-06-20 MIAMI-DADE 9526 2087 0.2190846 794 131 74 103 92 11
2020-06-22 MIAMI-DADE 9526 2066 0.2168801 900 165 77 110 42 68
2020-06-23 MIAMI-DADE 9526 1991 0.2090069 932 163 78 154 94 60
2020-06-24 MIAMI-DADE 9526 1852 0.1944153 981 185 83 164 121 43
2020-06-25 MIAMI-DADE 9526 1830 0.1921058 955 182 87 160 140 20
2020-06-26 MIAMI-DADE 9526 2054 0.2156204 1006 195 88 187 142 45
2020-06-27 MIAMI-DADE 9526 2118 0.2223389 1004 206 91 160 136 24
2020-06-27 MIAMI-DADE 9526 2127 0.2232836 1004 206 90 162 130 32
2020-06-28 MIAMI-DADE 9526 2166 0.2273777 1100 223 90 182 109 73
2020-06-29 MIAMI-DADE 9526 1987 0.2085870 1152 234 92 160 110 50
2020-06-30 MIAMI-DADE 9526 1863 0.1955700 1219 282 105 174 120 54
2020-07-01 MIAMI-DADE 9526 1819 0.1909511 1295 265 119 211 209 2
2020-07-02 MIAMI-DADE 9526 1735 0.1821331 1381 283 140 251 170 81
2020-07-03 MIAMI-DADE 9526 1979 0.2077472 1394 295 148 218 199 19
2020-07-05 MIAMI-DADE 9526 2002 0.2101617 1539 332 166 204 138 66
2020-07-06 MIAMI-DADE 9526 1906 0.2000840 1641 333 171 221 134 87
2020-07-08 MIAMI-DADE 9526 1906 0.2000840 1689 353 180 239 272 -33
2020-07-09 MIAMI-DADE 9526 1851 0.1943103 1755 365 189 214 228 -14
2020-07-10 MIAMI-DADE 9526 1798 0.1887466 1770 370 196 238 251 -13
2020-07-12 MIAMI-DADE 9526 1798 0.1887466 1887 394 205 260 209 51
2020-07-13 MIAMI-DADE 9526 1707 0.1791938 2025 414 212 269 172 97
2020-07-14 MIAMI-DADE 9551 1631 0.1707675 1968 428 204 267 254 13
2020-07-15 MIAMI-DADE 9551 1597 0.1672076 1999 429 220 281 301 -20
2020-07-16 MIAMI-DADE 9551 1586 0.1660559 2016 460 241 274 272 2
2020-07-17 MIAMI-DADE 9551 1644 0.1721286 2069 453 245 252 240 12
2020-07-19 MIAMI-DADE 9590 1847 0.1925965 2225 504 282 247 185 62
2020-07-21 MIAMI-DADE 9590 1521 0.1586027 2299 527 312 280 259 21
2020-07-22 MIAMI-DADE 9590 1572 0.1639208 2262 518 312 249 300 -51
2020-07-23 MIAMI-DADE 9590 1585 0.1652763 2256 523 312 261 256 5
2020-07-24 MIAMI-DADE 9590 1589 0.1656934 2286 536 335 242 248 -6
2020-07-25 MIAMI-DADE 9590 1616 0.1685089 2154 557 329 217 244 -27
2020-07-26 MIAMI-DADE 9590 1723 0.1796663 2150 561 332 188 222 -34
2020-07-27 MIAMI-DADE 9590 1658 0.1728884 2255 562 329 229 181 48
2020-07-28 MIAMI-DADE 9590 1515 0.1579771 2209 571 343 217 244 -27
2020-07-29 MIAMI-DADE 9590 1537 0.1602711 2103 550 329 221 285 -64
2020-07-30 MIAMI-DADE 9590 1580 0.1647550 2083 547 321 220 275 -55
2020-08-01 MIAMI-DADE 9590 1721 0.1794578 1963 539 326 195 229 -34
2020-08-02 MIAMI-DADE 9590 1775 0.1850886 1937 519 319 145 179 -34
2020-08-03 MIAMI-DADE 9590 1823 0.1900938 1951 509 318 158 130 28
2020-08-04 MIAMI-DADE 9590 1664 0.1735141 1949 512 326 203 176 27
2020-08-06 MIAMI-DADE 9590 1581 0.1648592 1850 498 349 172 202 -30
2020-08-07 MIAMI-DADE 9590 1670 0.1741397 1833 477 336 194 187 7
2020-08-08 MIAMI-DADE 9590 1815 0.1892596 1777 477 334 161 299 -138
2020-08-09 MIAMI-DADE 9590 1891 0.1971846 1712 457 319 121 159 -38
2020-08-10 MIAMI-DADE 9590 1910 0.1991658 1703 443 307 118 129 -11
2020-08-11 MIAMI-DADE 9590 1682 0.1753910 1650 427 291 167 190 -23
2020-08-12 MIAMI-DADE 9590 1640 0.1710115 1574 421 294 142 204 -62
2020-08-13 MIAMI-DADE 9590 1849 0.1928050 1497 394 278 146 173 -27
2020-08-14 MIAMI-DADE 9590 1961 0.2044838 1415 395 269 115 181 -66
2020-08-16 MIAMI-DADE 9590 2162 0.2254432 1334 378 274 108 110 -2
2020-08-17 MIAMI-DADE 9590 2204 0.2298227 1317 371 284 88 72 16
2020-08-18 MIAMI-DADE 9590 2020 0.2106361 1295 355 261 137 137 0
2020-08-19 MIAMI-DADE 9590 1953 0.2036496 1232 346 271 131 158 -27
2020-08-20 MIAMI-DADE 9590 1915 0.1996872 1162 322 246 109 156 -47
2020-08-21 MIAMI-DADE 9590 1991 0.2076121 1138 290 238 124 137 -13
2020-08-22 MIAMI-DADE 9590 2157 0.2249218 1056 282 224 103 140 -37
2020-08-23 MIAMI-DADE 9590 2221 0.2315954 1047 278 221 65 93 -28
2020-08-24 MIAMI-DADE 9590 2064 0.2152242 1068 269 210 88 75 13
2020-08-25 MIAMI-DADE 9590 2048 0.2135558 996 266 209 89 109 -20
2020-08-26 MIAMI-DADE 9590 2055 0.2142857 966 253 206 86 110 -24
2020-08-27 MIAMI-DADE 9590 2235 0.2330553 934 240 194 103 113 -10
2020-08-28 MIAMI-DADE 9590 2268 0.2364964 891 227 188 76 114 -38
2020-08-29 MIAMI-DADE 9590 2417 0.2520334 841 214 175 80 106 -26
2020-08-30 MIAMI-DADE 9590 2521 0.2628780 832 213 169 57 87 -30
2020-08-31 MIAMI-DADE 9590 2544 0.2652763 830 213 169 65 56 9
2020-09-01 MIAMI-DADE 9590 2337 0.2436913 803 210 166 80 93 -13
2020-09-02 MIAMI-DADE 9590 2318 0.2417101 762 200 169 85 117 -32
2020-09-03 MIAMI-DADE 9590 2263 0.2359750 767 213 163 74 74 0
2020-09-04 MIAMI-DADE 9590 2261 0.2357664 750 212 157 92 76 16
2020-09-05 MIAMI-DADE 9590 2457 0.2562044 707 198 149 74 102 -28
2020-09-06 MIAMI-DADE 9590 2567 0.2676747 670 188 147 43 68 -25
2020-09-07 MIAMI-DADE 9590 2562 0.2671533 657 182 144 45 64 -19
2020-09-08 MIAMI-DADE 9590 2565 0.2674661 660 182 134 61 62 -1
2020-09-09 MIAMI-DADE 9590 2384 0.2485923 650 173 145 63 85 -22
2020-09-11 MIAMI-DADE 9590 2297 0.2395203 590 173 136 50 113 -63
2020-09-12 MIAMI-DADE 9590 2442 0.2546403 568 169 134 53 70 -17
2020-09-13 MIAMI-DADE 9590 2557 0.2666319 533 169 131 34 59 -25
2020-09-15 MIAMI-DADE 9590 2498 0.2604797 514 164 129 39 64 -25
2020-09-16 MIAMI-DADE 9590 2399 0.2501564 508 155 122 51 64 -13
2020-09-17 MIAMI-DADE 9590 2333 0.2432742 497 151 121 50 64 -14
2020-09-18 MIAMI-DADE 9590 2346 0.2446298 457 145 112 40 60 -20
2020-09-19 MIAMI-DADE 9590 2579 0.2689260 416 138 105 42 64 -22
2020-09-20 MIAMI-DADE 9590 2735 0.2851929 410 132 106 37 40 -3
2020-09-21 MIAMI-DADE 9590 2660 0.2773723 410 128 107 25 29 -4
2020-09-22 MIAMI-DADE 9590 2466 0.2571429 418 125 97 34 55 -21
2020-09-23 MIAMI-DADE 9590 2459 0.2564129 413 126 93 22 52 -30
2020-09-24 MIAMI-DADE 9590 2436 0.2540146 381 114 85 35 60 -25
2020-09-25 MIAMI-DADE 9590 2418 0.2521376 369 116 81 32 51 -19
2020-09-25 MIAMI-DADE 9590 3415 0.3561001 365 121 78 38 54 -16
2020-09-27 MIAMI-DADE 9590 2541 0.2649635 363 119 74 57 40 17
2020-09-29 MIAMI-DADE 9590 2490 0.2596455 364 114 70 46 37 9
2020-10-02 MIAMI-DADE 9590 2316 0.2415016 373 116 67 34 33 1
2020-10-05 MIAMI-DADE 9590 2616 0.2727842 357 99 64 21 27 -6
2020-10-06 MIAMI-DADE 9590 2415 0.2518248 366 103 61 42 37 5
2020-10-08 MIAMI-DADE 9590 2173 0.2265902 357 97 64 46 46 0
2020-10-09 MIAMI-DADE 9590 2330 0.2429614 353 95 68 31 42 -11
2020-10-10 MIAMI-DADE 9590 2296 0.2394161 355 95 64 35 42 -7
2020-10-12 MIAMI-DADE 9590 2471 0.2576642 361 100 65 38 26 12
2020-10-14 MIAMI-DADE 9590 2399 0.2501564 353 98 62 25 53 -28
2020-10-16 MIAMI-DADE 9590 2301 0.2399374 357 92 56 42 51 -9
2020-10-17 MIAMI-DADE 9590 2478 0.2583942 352 92 57 40 51 -11
2020-10-18 MIAMI-DADE 9590 2703 0.2818561 338 95 56 32 48 -16
2020-10-19 MIAMI-DADE 9590 2560 0.2669447 345 98 56 36 34 2
2020-10-20 MIAMI-DADE 9590 2431 0.2534932 337 95 55 42 41 1
2020-10-22 MIAMI-DADE 9590 2368 0.2469239 376 96 55 34 48 -14
2020-10-23 MIAMI-DADE 9590 2415 0.2518248 370 99 59 39 38 1
2020-10-24 MIAMI-DADE 9590 2599 0.2710115 386 98 60 49 38 11
2020-10-25 MIAMI-DADE 9590 2631 0.2743483 389 96 58 39 37 2
2020-10-26 MIAMI-DADE 9590 2554 0.2663191 407 95 60 39 27 12
2020-10-27 MIAMI-DADE 9590 2396 0.2498436 424 103 64 52 40 12
2020-10-28 MIAMI-DADE 9590 2328 0.2427529 422 99 58 34 53 -19
2020-10-29 MIAMI-DADE 9590 2328 0.2427529 436 105 63 50 50 0
2020-10-30 MIAMI-DADE 9590 2357 0.2457769 412 107 63 47 NA NA
2020-10-31 MIAMI-DADE 9590 2535 0.2643379 405 100 56 36 NA NA
2020-11-01 MIAMI-DADE 9590 2686 0.2800834 393 79 58 51 NA NA
2020-11-02 MIAMI-DADE 9590 2632 0.2744526 430 99 60 33 NA NA
2020-11-04 MIAMI-DADE 9590 2424 0.2527633 434 104 58 42 55 -13
2020-11-05 MIAMI-DADE 9590 2402 0.2504692 435 103 64 57 57 0
2020-11-06 MIAMI-DADE 9590 2448 0.2552659 420 103 65 50 70 -20
2020-11-07 MIAMI-DADE 9590 2485 0.2591241 417 103 64 65 60 5
2020-11-08 MIAMI-DADE 9590 2635 0.2747654 424 104 57 50 40 10
2020-11-09 MIAMI-DADE 9590 2588 0.2698644 468 113 64 41 27 14
2020-11-10 MIAMI-DADE 9590 2414 0.2517205 473 105 65 56 61 -5
2020-11-11 MIAMI-DADE 9590 2301 0.2399374 492 111 69 55 59 -4
2020-11-12 MIAMI-DADE 9590 2225 0.2320125 520 108 66 60 40 20
2020-11-13 MIAMI-DADE 9590 2204 0.2298227 519 108 61 53 67 -14
2020-11-14 MIAMI-DADE 9590 3414 0.3559958 524 122 70 56 73 -17
2020-11-15 MIAMI-DADE 9590 2554 0.2663191 519 119 69 58 53 5
2020-11-17 MIAMI-DADE 9590 2260 0.2356621 555 117 69 60 60 0
2020-11-18 MIAMI-DADE 9590 2159 0.2251303 556 117 64 64 80 -16
2020-11-19 MIAMI-DADE 9590 2148 0.2239833 555 134 71 69 87 -18
2020-11-20 MIAMI-DADE 9590 2171 0.2263816 570 131 72 73 72 1
2020-11-21 MIAMI-DADE 9590 2290 0.2387904 565 128 66 71 71 0
2020-11-22 MIAMI-DADE 9590 2426 0.2529718 593 131 76 67 41 26
2020-11-23 MIAMI-DADE 9590 2355 0.2455683 608 136 81 66 51 15
2020-11-24 MIAMI-DADE 9590 2222 0.2316997 632 150 83 82 76 6
2020-11-25 MIAMI-DADE 9590 2282 0.2379562 639 151 93 68 80 -12
2020-11-26 MIAMI-DADE 9590 2529 0.2637122 641 149 89 84 77 7
2020-11-27 MIAMI-DADE 9590 2628 0.2740355 658 148 90 82 73 9
2020-11-28 MIAMI-DADE 9590 2688 0.2802920 662 144 90 87 80 7
2020-11-29 MIAMI-DADE 9590 2622 0.2734098 709 148 87 89 73 16
2020-11-30 MIAMI-DADE 9590 2448 0.2552659 740 152 91 68 61 7
2020-12-01 MIAMI-DADE 9590 2256 0.2352450 768 162 91 97 83 14
2020-12-02 MIAMI-DADE 9590 2078 0.2166840 793 158 90 95 81 14
2020-12-03 MIAMI-DADE 9590 2024 0.2110532 891 206 93 107 99 8
2020-12-04 MIAMI-DADE 9590 2037 0.2124088 850 165 92 101 94 7
2020-12-05 MIAMI-DADE 9590 2194 0.2287800 870 175 101 107 103 4


Hospital COVID-19 Census Trajectory

We now show a census plot of hospitalizations, patients in ICU, and those in ICU on ventilators (shown on a log scale) for Miami-Dade County.

Recently, on December 5th, there were 870 COVID positive patients hospitalized. This was a decrease from a high of 2299 obtained on July 21st. Additionally on December 5th, there were 175 COVID positive patients in the ICU. This was a decrease from from a high of 561 obtained on July 26th. Furthermore, on December 5th, there were 101 COVID positive patients ventilated. This was a decrease from a high of 335 obtained on July 24th. Over the past two weeks, hospitalization census has increased. Note: data is plotted on a log scale.

We also show the proportion of patients hospitalized who are in the ICU and the proportion of those patients in the ICU who are ventilated.

Currenly 20.76 % of COVID positive patients hospitalized are receiving intensive care. Of the patients receiving intensive care, 53.93 % are on ventilators.

COVID-19 Deaths by Day

County Date Count
Dade 2020-03-16 1
Dade 2020-03-17 1
Dade 2020-03-20 2
Dade 2020-03-22 6
Dade 2020-03-24 4
Dade 2020-03-25 6
Dade 2020-03-26 3
Dade 2020-03-27 11
Dade 2020-03-28 10
Dade 2020-03-29 20
Dade 2020-03-30 14
Dade 2020-03-31 19
Dade 2020-04-01 18
Dade 2020-04-02 22
Dade 2020-04-03 18
Dade 2020-04-04 23
Dade 2020-04-05 13
Dade 2020-04-06 18
Dade 2020-04-07 16
Dade 2020-04-08 27
Dade 2020-04-09 17
Dade 2020-04-10 13
Dade 2020-04-11 21
Dade 2020-04-12 14
Dade 2020-04-13 17
Dade 2020-04-14 27
Dade 2020-04-15 15
Dade 2020-04-16 25
Dade 2020-04-17 23
Dade 2020-04-18 11
Dade 2020-04-19 23
Dade 2020-04-20 17
Dade 2020-04-21 13
Dade 2020-04-22 14
Dade 2020-04-23 19
Dade 2020-04-24 14
Dade 2020-04-25 13
Dade 2020-04-26 9
Dade 2020-04-27 34
Dade 2020-04-28 10
Dade 2020-04-29 12
Dade 2020-04-30 8
Dade 2020-05-01 9
Dade 2020-05-02 8
Dade 2020-05-03 15
Dade 2020-05-04 12
Dade 2020-05-05 13
Dade 2020-05-06 3
Dade 2020-05-07 7
Dade 2020-05-08 5
Dade 2020-05-09 12
Dade 2020-05-10 7
Dade 2020-05-11 11
Dade 2020-05-12 12
Dade 2020-05-13 16
Dade 2020-05-14 17
Dade 2020-05-15 19
Dade 2020-05-16 11
Dade 2020-05-17 18
Dade 2020-05-18 5
Dade 2020-05-19 7
Dade 2020-05-20 17
Dade 2020-05-21 13
Dade 2020-05-22 10
Dade 2020-05-23 6
Dade 2020-05-24 5
Dade 2020-05-25 11
Dade 2020-05-26 10
Dade 2020-05-27 10
Dade 2020-05-28 11
Dade 2020-05-29 6
Dade 2020-05-30 6
Dade 2020-05-31 8
Dade 2020-06-01 8
Dade 2020-06-02 7
Dade 2020-06-03 18
Dade 2020-06-04 7
Dade 2020-06-05 11
Dade 2020-06-06 10
Dade 2020-06-07 11
Dade 2020-06-08 10
Dade 2020-06-09 15
Dade 2020-06-10 13
Dade 2020-06-11 8
Dade 2020-06-12 25
Dade 2020-06-13 7
Dade 2020-06-14 2
Dade 2020-06-15 22
Dade 2020-06-16 14
Dade 2020-06-17 15
Dade 2020-06-18 19
Dade 2020-06-19 23
Dade 2020-06-20 18
Dade 2020-06-21 17
Dade 2020-06-22 24
Dade 2020-06-23 18
Dade 2020-06-24 24
Dade 2020-06-25 27
Dade 2020-06-26 23
Dade 2020-06-27 41
Dade 2020-06-28 18
Dade 2020-06-29 33
Dade 2020-06-30 22
Dade 2020-07-01 59
Dade 2020-07-02 37
Dade 2020-07-03 36
Dade 2020-07-04 36
Dade 2020-07-05 13
Dade 2020-07-06 72
Dade 2020-07-07 63
Dade 2020-07-08 33
Dade 2020-07-09 60
Dade 2020-07-10 60
Dade 2020-07-11 55
Dade 2020-07-12 59
Dade 2020-07-13 60
Dade 2020-07-14 39
Dade 2020-07-15 62
Dade 2020-07-16 68
Dade 2020-07-17 76
Dade 2020-07-18 60
Dade 2020-07-19 46
Dade 2020-07-20 39
Dade 2020-07-21 55
Dade 2020-07-22 39
Dade 2020-07-23 46
Dade 2020-07-24 51
Dade 2020-07-25 35
Dade 2020-07-26 43
Dade 2020-07-27 42
Dade 2020-07-28 40
Dade 2020-07-29 30
Dade 2020-07-30 41
Dade 2020-07-31 34
Dade 2020-08-01 24
Dade 2020-08-02 23
Dade 2020-08-03 43
Dade 2020-08-04 23
Dade 2020-08-05 44
Dade 2020-08-06 31
Dade 2020-08-07 31
Dade 2020-08-08 19
Dade 2020-08-09 11
Dade 2020-08-10 33
Dade 2020-08-11 27
Dade 2020-08-12 19
Dade 2020-08-13 18
Dade 2020-08-14 25
Dade 2020-08-15 13
Dade 2020-08-16 14
Dade 2020-08-17 13
Dade 2020-08-18 15
Dade 2020-08-19 16
Dade 2020-08-20 16
Dade 2020-08-21 12
Dade 2020-08-22 10
Dade 2020-08-23 9
Dade 2020-08-24 10
Dade 2020-08-25 10
Dade 2020-08-26 6
Dade 2020-08-27 12
Dade 2020-08-28 8
Dade 2020-08-29 5
Dade 2020-08-30 2
Dade 2020-08-31 31
Dade 2020-09-01 8
Dade 2020-09-02 2
Dade 2020-09-03 17
Dade 2020-09-04 3
Dade 2020-09-05 8
Dade 2020-09-06 2
Dade 2020-09-07 8
Dade 2020-09-08 9
Dade 2020-09-09 7
Dade 2020-09-10 10
Dade 2020-09-11 9
Dade 2020-09-12 3
Dade 2020-09-13 2
Dade 2020-09-14 7
Dade 2020-09-15 8
Dade 2020-09-16 7
Dade 2020-09-17 1
Dade 2020-09-18 11
Dade 2020-09-19 6
Dade 2020-09-20 4
Dade 2020-09-21 6
Dade 2020-09-22 3
Dade 2020-09-23 4
Dade 2020-09-24 3
Dade 2020-09-26 5
Dade 2020-09-27 2
Dade 2020-09-28 10
Dade 2020-09-29 5
Dade 2020-09-30 5
Dade 2020-10-01 3
Dade 2020-10-02 5
Dade 2020-10-03 3
Dade 2020-10-04 2
Dade 2020-10-05 10
Dade 2020-10-06 4
Dade 2020-10-07 3
Dade 2020-10-09 1
Dade 2020-10-10 3
Dade 2020-10-11 3
Dade 2020-10-12 2
Dade 2020-10-13 4
Dade 2020-10-14 4
Dade 2020-10-15 8
Dade 2020-10-16 11
Dade 2020-10-17 4
Dade 2020-10-18 3
Dade 2020-10-19 5
Dade 2020-10-20 3
Dade 2020-10-21 8
Dade 2020-10-22 3
Dade 2020-10-23 2
Dade 2020-10-24 1
Dade 2020-10-26 6
Dade 2020-10-27 8
Dade 2020-10-28 4
Dade 2020-10-29 6
Dade 2020-10-30 2
Dade 2020-10-31 8

Overall from March 16th to approximately May 25th in Miami-Dade County, there was a decrease in the number of deaths per day. The orange triangle depicts the county reopening date. This decrease in deaths may be attributable to advances in COVID-19 treatments and standard of care. A decrease in median age of those impacted could also partially explain this decrease. After May 25th, there was an increase in deaths reported per day for Miami-Dade County culminating in a peak during the second week of July. Aftewards, the number of reported deaths per day has started to decrease. The peak number of deaths so far reported was 76 on July 17th.

Note: Due to delays in classifying the cause of death and thus of reporting deaths due to COVID-19, the most recent data will undercount the number of deaths. Specifically, 25% of newly reported deaths were from on or before November 1st for the region. This date indicates a point where 75% of our data is considered complete. For this reason, approximately the last 5 weeks were excluded from this analysis of deaths.


Broward County

COVID-19 Testing Data

Full Data

Date Positive Negative PropPositive
20-Mar 32 749 4.0973111
21-Mar 36 277 11.5015974
22-Mar 53 351 13.1188119
23-Mar 46 245 15.8075601
24-Mar 49 238 17.0731707
25-Mar 100 1413 6.6093853
26-Mar 93 859 9.7689076
27-Mar 126 1044 10.7692308
28-Mar 189 1591 10.6179775
29-Mar 18 229 7.2874494
30-Mar 299 2553 10.4838710
31-Mar 82 672 10.8753316
1-Apr 13 193 6.3106796
2-Apr 249 935 21.0304054
3-Apr 84 1271 6.1992620
4-Apr 227 1028 18.0876494
5-Apr 94 1204 7.2419106
6-Apr 181 1029 14.9586777
7-Apr 163 1052 13.4156379
9-Apr 122 1262 8.8150289
10-Apr 199 944 17.4103237
11-Apr 155 805 16.1458333
12-Apr 150 1008 12.9533679
13-Apr 299 1574 15.9636946
14-Apr 117 789 12.9139073
15-Apr 186 1135 14.0802422
16-Apr 254 2340 9.7918273
17-Apr 183 1208 13.1560029
18-Apr 217 1213 15.1748252
19-Apr 223 1362 14.0694006
20-Apr 181 1060 14.5850121
21-Apr 191 1193 13.8005780
22-Apr 166 1456 10.2342787
23-Apr 312 2851 9.8640531
24-Apr 247 1537 13.8452915
25-Apr NA NA NA
26-Apr NA NA NA
27-Apr NA NA NA
28-Apr NA NA NA
29-Apr 66 787 7.7373974
30-Apr 183 3640 4.7868166
1-May 107 1839 5.4984584
2-May 60 1122 5.0761421
3-May 66 785 7.7555817
4-May 108 2090 4.9135578
5-May 63 1805 3.3725910
6-May 80 1458 5.2015605
7-May 47 5356 0.8698871
8-May 49 1470 3.2258065
9-May 89 654 11.9784657
10-May 22 2180 0.9990917
11-May 68 1744 3.7527594
12-May 61 1332 4.3790380
13-May 52 2155 2.3561396
14-May 69 1150 5.6603774
15-May 41 499 7.5925926
16-May 81 1344 5.6842105
17-May 78 1956 3.8348083
18-May 47 2476 1.8628617
19-May 45 6470 0.6907137
20-May 109 4259 2.4954212
21-May 64 3411 1.8417266
22-May 72 3400 2.0737327
23-May 41 1168 3.3912324
24-May 78 3557 2.1458047
25-May 39 1608 2.3679417
26-May 36 994 3.4951456
27-May 38 1960 1.9019019
28-May 101 4316 2.2866199
29-May 79 1445 5.2000000
30-May 69 2696 2.5000000
31-May 72 3055 2.3000000
1-Jun 51 760 6.3000000
2-Jun 84 2191 3.7000000
3-Jun 100 3840 2.5000000
4-Jun 103 4199 2.4000000
5-Jun 95 2829 3.2000000
6-Jun 145 4798 2.9000000
7-Jun 113 2414 4.5000000
8-Jun 136 3255 4.0000000
9-Jun 112 1532 6.8000000
10-Jun 151 2426 5.9000000
11-Jun 226 4329 5.0000000
12-Jun 219 3342 6.1000000
13-Jun 108 3920 2.7000000
14-Jun 129 2415 5.1000000
15-Jun 393 4798 7.6000000
16-Jun 281 2598 9.8000000
17-Jun 272 3460 7.3000000
18-Jun 271 2755 9.0000000
19-Jun 342 3176 9.7000000
20-Jun 504 4760 9.6000000
21-Jun 134 2061 6.1000000
22-Jun 459 4037 10.2000000
23-Jun 443 3673 10.8000000
24-Jun 373 5421 6.4000000
25-Jun 730 5630 11.5000000
26-Jun 705 6194 10.2000000
27-Jun 555 4707 10.5000000
28-Jun 439 3221 12.0000000
29-Jun 590 3773 13.5000000
30-Jun 528 3056 14.7000000
1-Jul 944 6010 13.6000000
2-Jul 1094 5637 16.3000000
3-Jul 1343 8189 14.1000000
4-Jul 1634 8369 16.3000000
5-Jul 629 3298 16.0000000
6-Jul 738 4915 13.1000000
7-Jul 1164 7155 14.0000000
8-Jul 1318 4525 22.6000000
9-Jul 1599 9088 15.0000000
10-Jul 1556 8218 15.9000000
11-Jul 1780 11457 13.4000000
12-Jul 1413 8797 13.8000000
13-Jul 1346 7074 16.0000000
14-Jul 1324 7603 14.8000000
15-Jul 1419 7110 16.6000000
16-Jul 1328 7972 14.3000000
17-Jul 1231 7728 13.7000000
18-Jul 1159 7951 12.7000000
19-Jul 1709 7926 17.7000000
20-Jul 1602 8986 15.1000000
21-Jul 1168 8278 12.4000000
22-Jul 1259 7615 14.2000000
23-Jul 1577 8437 15.7000000
24-Jul 1592 10790 12.9000000
25-Jul 1167 8367 12.2000000
26-Jul 1427 9314 13.3000000
27-Jul 891 7314 10.9000000
28-Jul 1318 9025 12.7000000
29-Jul 1361 8521 13.8000000
30-Jul 1098 9020 10.9000000
31-Jul 1342 9337 12.6000000
1-Aug 1189 8703 12.0000000
2-Aug 570 6284 8.3000000
3-Aug 442 3770 10.5000000
4-Aug 423 4360 8.8000000
5-Aug 728 8009 8.3000000
6-Aug 688 6432 9.7000000
7-Aug 887 8328 9.6000000
8-Aug 691 7208 8.7000000
9-Aug 662 6406 9.3700000
10-Aug 712 6475 9.9100000
11-Aug 519 5539 8.5700000
12-Aug 685 7018 8.8900000
13-Aug 647 7940 7.5300000
14-Aug 661 8718 7.0500000
15-Aug 463 5161 8.2300000
16-Aug 388 3944 8.9600000
17-Aug 398 4876 7.5500000
18-Aug 356 5552 6.0300000
19-Aug 530 6972 7.0600000
20-Aug 491 6935 6.6100000
21-Aug 380 7497 4.8200000
22-Aug 251 5062 4.7200000
23-Aug 217 4896 4.2400000
24-Aug 201 3392 5.5900000
25-Aug 310 5154 5.6700000
26-Aug 282 4557 5.8300000
27-Aug 377 7506 4.7800000
28-Aug 256 6010 4.0900000
29-Aug 189 4148 4.3600000
30-Aug 180 4156 4.1500000
31-Aug 311 6236 4.7500000
1-Sep 155 3414 4.3400000
2-Sep 267 5848 4.3700000
3-Sep 249 5810 4.1100000
4-Sep 224 5379 4.0000000
5-Sep 163 4886 3.2300000
6-Sep 137 4259 3.1200000
7-Sep 152 3899 3.7500000
8-Sep 156 3831 3.9100000
9-Sep 167 4900 3.3000000
10-Sep 199 6440 3.0000000
11-Sep 167 7119 2.2900000
12-Sep 158 5528 2.7800000
13-Sep 108 4511 2.3400000
14-Sep 174 4377 3.8200000
15-Sep 149 5051 2.8700000
16-Sep 215 8144 2.5700000
17-Sep 218 6707 3.1500000
18-Sep 227 7782 2.8300000
19-Sep 175 5332 3.1800000
20-Sep 122 5095 2.3400000
21-Sep 151 4194 3.4800000
22-Sep 205 3950 4.9300000
23-Sep 181 5877 2.9900000
24-Sep 185 6264 2.8700000
25-Sep 185 6156 2.9200000
26-Sep 154 4329 3.4400000
27-Sep 28 1568 1.7500000
28-Sep 240 7958 2.9300000
29-Sep 91 3597 2.4700000
30-Sep 217 5220 3.9900000
1-Oct 211 7254 2.8300000
2-Oct 140 5081 2.6800000
3-Oct 165 4367 3.6400000
4-Oct 77 3619 2.0800000
5-Oct 142 3805 3.6000000
6-Oct 225 7645 2.8600000
7-Oct 247 6771 3.5200000
8-Oct 180 6635 2.6400000
9-Oct 137 3029 4.3300000
10-Oct 374 10234 3.5300000
11-Oct 104 4494 2.2600000
12-Oct 177 5486 3.1300000
13-Oct 265 6307 4.0300000
14-Oct 225 5796 3.7400000
15-Oct 338 8476 3.8300000
16-Oct 373 7556 4.7000000
17-Oct 274 5551 4.7000000
18-Oct 186 4817 3.7200000
19-Oct 258 5831 4.2400000
20-Oct 173 2759 5.9000000
21-Oct 539 10497 4.8800000
22-Oct 451 9599 4.4900000
23-Oct 455 15633 2.8300000
24-Oct 283 6007 4.5000000
25-Oct 493 6611 6.9400000
26-Oct 389 6324 5.7900000
27-Oct 626 7814 7.4200000
28-Oct 469 7990 5.5400000
29-Oct 618 10435 5.5900000
30-Oct 159 3524 4.3200000
31-Oct 882 14728 5.6500000
1-Nov 304 4973 5.7600000
2-Nov 498 7006 6.6400000
3-Nov 418 5555 7.0000000
4-Nov 791 11512 6.4300000
5-Nov 563 8504 6.2100000
6-Nov 410 4613 8.1600000
7-Nov 795 12464 6.0000000
8-Nov 446 5496 7.5100000
9-Nov 257 3692 6.5100000
10-Nov 448 5617 7.3900000
11-Nov 507 6337 7.4100000
12-Nov 847 8624 8.9400000
13-Nov 351 3682 8.7000000
14-Nov 1417 16321 7.9900000
15-Nov 426 5053 7.7800000
16-Nov 942 10785 8.0300000
17-Nov 767 8920 7.9200000
18-Nov 900 12088 6.9300000
19-Nov 932 11331 7.6000000
20-Nov 960 12703 7.0300000
21-Nov 764 11396 6.2800000
22-Nov 688 9923 6.4800000
23-Nov 863 11623 6.9100000
24-Nov 781 12120 6.0500000
25-Nov 1063 16435 6.0700000
26-Nov 537 8279 6.0900000
27-Nov 806 9923 7.5100000
28-Nov 812 10295 7.3100000
29-Nov 796 8557 8.5100000
30-Nov 821 10588 7.2000000
1-Dec 1010 10708 8.6200000
2-Dec 1135 13110 7.9700000
3-Dec 1105 13959 7.3400000
4-Dec 1089 13215 7.6100000
5-Dec 896 11287 7.3500000


Total COVID-19 Tests by Day

Over the past two weeks, there has been an average increase of 3 additional tests performed each day in Broward County. This data is presented on a log scale.

Positive COVID-19 Tests by Day

There was a general decrease in the number of new positive test results from early April until around May 11th. Afterwards, this trend flattened out and then increased. Over the past two weeks, there has been a slight increase of 12.3 additional positive cases each day, per day in Broward County.

Proportion of Positive Cases within Past Two Weeks

During the 14-day period from 21 November to 05 December, there was a slight increase in the proportion of positive COVID-19 cases reported in Broward County. Over this period, there was an average change of 0.1 percentage points per day for new positive cases.

Proportion of Positive COVID-19 Tests by Day

This measure is a function of test availability and the population being tested.

COVID-19 Hospitalization Data

Full Data

Date County TotalBeds AvailableBeds HospitalCapacity Hospitalized ICU Ventilated AdmitPrevDay DischPrevDay DeltaAdmit
2020-04-02 BROWARD 6816 NA NA 204 71 56 NA NA NA
2020-04-03 BROWARD 6816 NA NA 250 87 70 143 49 94
2020-04-04 BROWARD 6816 NA NA 298 98 80 41 18 23
2020-04-05 BROWARD 6816 NA NA 341 96 92 83 66 17
2020-04-06 BROWARD 6816 NA NA 389 122 110 71 72 -1
2020-04-07 BROWARD 6816 NA NA 413 128 113 65 81 -16
2020-04-08 BROWARD 6816 NA NA 391 135 119 62 108 -46
2020-04-09 BROWARD 6816 NA NA 376 135 106 55 54 1
2020-04-10 BROWARD 6816 3575 0.5245012 374 136 114 83 84 -1
2020-04-10 BROWARD 6816 NA NA 380 148 120 84 72 12
2020-04-11 BROWARD 6816 NA NA 370 140 115 71 80 -9
2020-04-12 BROWARD 6816 NA NA 400 145 120 66 60 6
2020-04-12 BROWARD 6816 NA NA 398 152 121 77 64 13
2020-04-13 BROWARD 6816 NA NA 326 128 99 72 59 13
2020-04-13 BROWARD 6816 NA NA 406 146 116 84 62 22
2020-04-14 BROWARD 6816 2035 0.2985622 400 144 116 89 60 29
2020-04-14 BROWARD 6816 1992 0.2922535 398 140 108 107 65 42
2020-04-15 BROWARD 6816 1970 0.2890258 387 144 112 142 136 6
2020-04-16 BROWARD 6816 2199 0.3226232 396 147 114 136 111 25
2020-04-16 BROWARD 6816 2100 0.3080986 378 139 106 125 55 70
2020-04-17 BROWARD 6816 2068 0.3034038 376 135 106 122 63 59
2020-04-17 BROWARD 6816 2132 0.3127934 365 135 104 70 44 26
2020-04-18 BROWARD 6816 2055 0.3014965 310 107 82 68 118 -50
2020-04-18 BROWARD 6816 2150 0.3154343 381 125 102 64 48 16
2020-04-19 BROWARD 6816 2053 0.3012031 378 127 100 53 43 10
2020-04-20 BROWARD 6816 2029 0.2976819 371 123 105 60 39 21
2020-04-21 BROWARD 6816 2082 0.3054577 330 107 88 90 66 24
2020-04-22 BROWARD 6816 2069 0.3035505 360 116 97 62 57 5
2020-04-22 BROWARD 6816 2079 0.3050176 356 117 95 52 40 12
2020-04-23 BROWARD 6816 2099 0.3079519 364 119 82 47 33 14
2020-04-23 BROWARD 6816 2044 0.2998826 363 121 84 38 40 -2
2020-04-24 BROWARD 6816 1680 0.2464789 372 117 102 46 38 8
2020-04-25 BROWARD 6816 1671 0.2451585 347 116 103 67 57 10
2020-04-25 BROWARD 6816 1679 0.2463322 343 112 85 77 65 12
2020-04-26 BROWARD 6816 1689 0.2477993 341 110 84 74 50 24
2020-04-26 BROWARD 6816 1675 0.2457453 343 113 84 63 48 15
2020-04-27 BROWARD 6816 1825 0.2677523 335 105 82 35 39 -4
2020-04-27 BROWARD 6816 1836 0.2693662 336 107 80 35 40 -5
2020-04-28 BROWARD 6816 1740 0.2552817 324 99 74 69 59 10
2020-04-28 BROWARD 6816 1739 0.2551350 324 99 74 69 59 10
2020-04-29 BROWARD 6816 1772 0.2599765 319 101 77 59 55 4
2020-04-29 BROWARD 6816 1771 0.2598298 319 101 77 59 55 4
2020-04-30 BROWARD 6816 1755 0.2574824 311 92 77 47 50 -3
2020-04-30 BROWARD 6816 1757 0.2577758 312 93 77 47 50 -3
2020-05-01 BROWARD 6816 1833 0.2689261 309 91 69 65 62 3
2020-05-01 BROWARD 6816 1833 0.2689261 310 91 69 65 62 3
2020-05-02 BROWARD 6816 1762 0.2585094 308 91 72 55 62 -7
2020-05-03 BROWARD 6816 1729 0.2536678 301 89 67 31 30 1
2020-05-03 BROWARD 6816 1715 0.2516138 305 89 69 47 40 7
2020-05-04 BROWARD 6816 1720 0.2523474 271 74 53 34 43 -9
2020-05-04 BROWARD 6816 1721 0.2524941 270 75 53 33 45 -12
2020-05-05 BROWARD 6816 1701 0.2495599 254 71 50 33 44 -11
2020-05-05 BROWARD 6816 1701 0.2495599 259 75 50 33 44 -11
2020-05-06 BROWARD 6816 1796 0.2634977 249 65 52 44 31 13
2020-05-06 BROWARD 6816 1796 0.2634977 249 65 52 50 31 19
2020-05-07 BROWARD 6816 1830 0.2684859 246 61 44 43 21 22
2020-05-07 BROWARD 6816 1830 0.2684859 246 61 44 43 21 22
2020-05-08 BROWARD 6816 1824 0.2676056 247 68 42 40 20 20
2020-05-09 BROWARD 6816 1914 0.2808099 241 62 41 36 25 11
2020-05-09 BROWARD 6816 1890 0.2772887 241 63 42 34 21 13
2020-05-10 BROWARD 6816 1873 0.2747946 253 63 41 41 18 23
2020-05-10 BROWARD 6816 1873 0.2747946 253 63 41 41 18 23
2020-05-11 BROWARD 6816 1839 0.2698063 283 59 39 50 6 44
2020-05-11 BROWARD 6816 1832 0.2687793 283 59 39 50 6 44
2020-05-12 BROWARD 6816 1682 0.2467723 279 61 41 30 20 10
2020-05-12 BROWARD 6816 1682 0.2467723 279 61 41 30 20 10
2020-05-13 BROWARD 6816 1616 0.2370892 246 50 24 41 16 25
2020-05-13 BROWARD 6816 1625 0.2384096 286 57 34 42 15 27
2020-05-14 BROWARD 6816 1654 0.2426643 300 57 36 41 26 15
2020-05-14 BROWARD 6816 1654 0.2426643 300 57 36 44 26 18
2020-05-15 BROWARD 6816 1694 0.2485329 281 45 35 25 19 6
2020-05-15 BROWARD 6816 1694 0.2485329 281 45 35 25 19 6
2020-05-16 BROWARD 6816 1779 0.2610035 277 41 36 22 25 -3
2020-05-16 BROWARD 6816 1723 0.2527876 270 43 38 23 25 -2
2020-05-18 BROWARD 6816 1838 0.2696596 270 46 42 22 17 5
2020-05-19 BROWARD 6816 1665 0.2442782 277 48 40 28 17 11
2020-05-23 BROWARD 6816 1590 0.2332746 228 48 41 23 17 6
2020-05-26 BROWARD 6816 1740 0.2552817 230 47 37 25 18 7
2020-05-27 BROWARD 6816 1703 0.2498533 228 49 37 27 22 5
2020-05-28 BROWARD 6816 1681 0.2466256 213 54 41 18 25 -7
2020-05-29 BROWARD 6816 1759 0.2580692 208 50 45 21 20 1
2020-05-31 BROWARD 6816 1969 0.2888791 187 49 34 20 16 4
2020-06-01 BROWARD 6816 2013 0.2953345 198 51 34 12 23 -11
2020-06-02 BROWARD 6822 1894 0.2776312 195 53 33 32 33 -1
2020-06-03 BROWARD 6816 1853 0.2718603 187 50 32 30 39 -9
2020-06-04 BROWARD 6816 1904 0.2793427 167 52 32 20 26 -6
2020-06-05 BROWARD 6816 1780 0.2611502 182 50 31 23 16 7
2020-06-08 BROWARD 6816 1905 0.2794894 185 50 29 26 12 14
2020-06-10 BROWARD 6816 1758 0.2579225 169 46 29 26 23 3
2020-06-11 BROWARD 6816 1740 0.2552817 204 50 30 31 23 8
2020-06-12 BROWARD 6816 1678 0.2461854 215 48 31 31 25 6
2020-06-12 BROWARD 6816 1679 0.2463322 214 48 31 28 25 3
2020-06-15 BROWARD 6816 1855 0.2721538 222 53 27 30 16 14
2020-06-16 BROWARD 6816 1706 0.2502934 235 61 29 39 29 10
2020-06-17 BROWARD 6816 1692 0.2482394 243 54 27 40 36 4
2020-06-18 BROWARD 6816 1460 0.2142019 257 56 26 44 32 12
2020-06-19 BROWARD 6816 1347 0.1976232 289 68 26 53 35 18
2020-06-20 BROWARD 6816 1475 0.2164026 297 71 30 51 24 27
2020-06-23 BROWARD 6816 1556 0.2282864 302 47 25 49 33 16
2020-06-24 BROWARD 6816 1445 0.2120012 391 68 34 66 59 7
2020-06-25 BROWARD 6816 1301 0.1908744 429 74 26 79 33 46
2020-06-26 BROWARD 6816 1238 0.1816315 451 92 43 73 45 28
2020-06-27 BROWARD 6816 1289 0.1891138 472 97 38 82 51 31
2020-06-27 BROWARD 6816 1289 0.1891138 472 97 38 82 51 31
2020-06-28 BROWARD NA NA NA NA NA NA NA NA NA
2020-06-29 BROWARD NA NA NA NA NA NA NA NA NA
2020-06-30 BROWARD 6816 1167 0.1712148 602 113 49 105 65 40
2020-07-01 BROWARD NA NA NA NA NA NA NA NA NA
2020-07-02 BROWARD NA NA NA NA NA NA NA NA NA
2020-07-03 BROWARD NA NA NA NA NA NA NA NA NA
2020-07-05 BROWARD 6816 1256 0.1842723 799 143 65 116 99 17
2020-07-06 BROWARD 6816 1177 0.1726819 872 146 72 151 109 42
2020-07-08 BROWARD 6816 960 0.1408451 843 169 89 110 135 -25
2020-07-09 BROWARD 6816 963 0.1412852 954 187 101 129 119 10
2020-07-10 BROWARD 6816 968 0.1420188 964 194 117 152 128 24
2020-07-12 BROWARD 6816 1059 0.1553697 1054 202 138 100 63 37
2020-07-13 BROWARD 6816 1026 0.1505282 1215 240 160 254 104 150
2020-07-14 BROWARD 6816 957 0.1404049 1230 244 171 192 124 68
2020-07-15 BROWARD 6816 904 0.1326291 1224 262 182 129 169 -40
2020-07-16 BROWARD 6816 989 0.1450998 1250 257 198 132 153 -21
2020-07-17 BROWARD 6816 940 0.1379108 1246 246 196 151 162 -11
2020-07-19 BROWARD 6816 985 0.1445129 1261 261 198 122 123 -1
2020-07-21 BROWARD 6816 882 0.1294014 1319 269 191 149 152 -3
2020-07-22 BROWARD 6816 875 0.1283744 1356 275 209 134 179 -45
2020-07-23 BROWARD 6816 916 0.1343897 1442 287 213 113 179 -66
2020-07-24 BROWARD 6816 903 0.1324824 1309 280 215 123 139 -16
2020-07-25 BROWARD 6816 999 0.1465669 1326 291 219 122 152 -30
2020-07-26 BROWARD 6816 999 0.1465669 1287 282 216 89 151 -62
2020-07-27 BROWARD 6816 1021 0.1497946 1305 279 215 93 136 -43
2020-07-28 BROWARD 6816 899 0.1318955 1305 288 223 116 145 -29
2020-07-29 BROWARD 6816 871 0.1277876 1290 293 224 128 141 -13
2020-07-30 BROWARD 6816 887 0.1301350 1267 283 211 108 144 -36
2020-08-01 BROWARD 6816 967 0.1418721 1207 292 214 112 137 -25
2020-08-02 BROWARD 6816 997 0.1462735 1205 270 212 86 103 -17
2020-08-03 BROWARD 6816 999 0.1465669 1187 261 208 75 125 -50
2020-08-04 BROWARD 6816 963 0.1412852 1087 251 216 75 123 -48
2020-08-06 BROWARD 6816 960 0.1408451 1060 245 196 95 151 -56
2020-08-07 BROWARD 6816 944 0.1384977 1045 233 192 76 140 -64
2020-08-08 BROWARD 6816 952 0.1396714 1024 228 192 76 123 -47
2020-08-09 BROWARD 6816 1068 0.1566901 977 216 191 71 104 -33
2020-08-10 BROWARD 6816 1096 0.1607981 996 214 195 74 107 -33
2020-08-11 BROWARD 6816 982 0.1440728 993 216 177 78 107 -29
2020-08-12 BROWARD 6816 979 0.1436326 964 215 170 77 106 -29
2020-08-13 BROWARD 6816 988 0.1449531 924 210 174 66 98 -32
2020-08-14 BROWARD 6816 937 0.1374707 838 206 184 63 106 -43
2020-08-16 BROWARD 6816 1095 0.1606514 802 206 183 47 73 -26
2020-08-17 BROWARD 6816 1124 0.1649061 802 198 166 58 66 -8
2020-08-18 BROWARD 6816 1006 0.1475939 781 199 169 58 88 -30
2020-08-19 BROWARD 6816 982 0.1440728 769 210 171 78 74 4
2020-08-20 BROWARD 6816 986 0.1446596 749 204 171 64 80 -16
2020-08-21 BROWARD 6816 996 0.1461268 726 192 162 60 84 -24
2020-08-22 BROWARD 6816 1014 0.1487676 681 180 152 53 88 -35
2020-08-23 BROWARD 6816 1046 0.1534624 661 177 149 48 77 -29
2020-08-24 BROWARD 6816 1090 0.1599178 662 177 146 53 63 -10
2020-08-25 BROWARD 6816 1014 0.1487676 628 174 145 54 79 -25
2020-08-26 BROWARD 6816 939 0.1377641 605 175 141 53 68 -15
2020-08-27 BROWARD 6816 915 0.1342430 591 163 133 44 81 -37
2020-08-28 BROWARD 6816 1104 0.1619718 525 141 125 35 95 -60
2020-08-29 BROWARD 6816 1114 0.1634390 514 140 121 57 53 4
2020-08-30 BROWARD 6816 1155 0.1694542 501 147 126 35 45 -10
2020-08-31 BROWARD 6816 1151 0.1688674 466 132 125 32 54 -22
2020-09-01 BROWARD 6816 1048 0.1537559 465 126 112 42 68 -26
2020-09-02 BROWARD 6816 1037 0.1521420 456 120 106 41 65 -24
2020-09-03 BROWARD 6816 1085 0.1591843 431 117 104 29 44 -15
2020-09-04 BROWARD 6816 1122 0.1646127 413 108 95 32 52 -20
2020-09-05 BROWARD 6816 1170 0.1716549 384 105 97 36 45 -9
2020-09-06 BROWARD 6816 1210 0.1775235 372 105 96 23 33 -10
2020-09-07 BROWARD 6816 1190 0.1745892 370 99 89 19 33 -14
2020-09-08 BROWARD 6816 1227 0.1800176 365 92 85 32 47 -15
2020-09-09 BROWARD 6816 1102 0.1616784 354 97 88 33 41 -8
2020-09-11 BROWARD 6816 1073 0.1574237 330 94 81 30 58 -28
2020-09-12 BROWARD 6816 1115 0.1635857 311 92 79 34 52 -18
2020-09-13 BROWARD 6816 1190 0.1745892 307 88 74 24 36 -12
2020-09-15 BROWARD 6816 1115 0.1635857 281 78 68 15 32 -17
2020-09-16 BROWARD 6816 1048 0.1537559 274 82 65 24 39 -15
2020-09-17 BROWARD 6816 1104 0.1619718 259 73 61 29 39 -10
2020-09-18 BROWARD 6816 1141 0.1674002 268 72 59 24 31 -7
2020-09-19 BROWARD 6816 1196 0.1754695 252 70 62 30 39 -9
2020-09-20 BROWARD 6816 1258 0.1845657 260 67 63 13 31 -18
2020-09-21 BROWARD 6816 1280 0.1877934 265 73 56 25 24 1
2020-09-22 BROWARD 6816 1196 0.1754695 262 65 53 27 27 0
2020-09-23 BROWARD 6816 1146 0.1681338 250 67 53 22 32 -10
2020-09-24 BROWARD 6816 1092 0.1602113 255 66 49 24 29 -5
2020-09-25 BROWARD 6816 1074 0.1575704 239 65 46 22 32 -10
2020-09-25 BROWARD 6816 1130 0.1657864 235 59 43 26 29 -3
2020-09-27 BROWARD 6816 1244 0.1825117 219 56 45 17 25 -8
2020-09-29 BROWARD 6816 1109 0.1627054 210 56 41 24 31 -7
2020-10-02 BROWARD 6816 1057 0.1550763 223 49 37 20 32 -12
2020-10-05 BROWARD 6816 1162 0.1704812 220 48 38 19 18 1
2020-10-06 BROWARD 6816 1111 0.1629988 233 47 31 30 25 5
2020-10-08 BROWARD 6816 995 0.1459800 224 55 32 30 26 4
2020-10-09 BROWARD 6816 1045 0.1533157 227 50 28 18 15 3
2020-10-10 BROWARD 6816 1094 0.1605047 218 48 27 21 25 -4
2020-10-12 BROWARD 6816 1176 0.1725352 198 47 29 15 22 -7
2020-10-14 BROWARD 6816 1011 0.1483275 197 41 30 26 29 -3
2020-10-16 BROWARD 6816 1045 0.1533157 199 47 31 24 33 -9
2020-10-17 BROWARD 6816 1060 0.1555164 192 46 30 22 33 -11
2020-10-18 BROWARD 6816 1164 0.1707746 196 42 29 25 39 -14
2020-10-19 BROWARD 6816 1169 0.1715082 205 45 29 22 26 -4
2020-10-20 BROWARD 6816 1071 0.1571303 207 44 29 29 16 13
2020-10-22 BROWARD 6816 998 0.1464202 205 42 31 29 27 2
2020-10-23 BROWARD 6792 939 0.1382509 207 44 28 23 39 -16
2020-10-24 BROWARD 6792 975 0.1435512 219 42 27 25 32 -7
2020-10-25 BROWARD 6792 1082 0.1593051 202 45 28 28 34 -6
2020-10-26 BROWARD 6792 1098 0.1616608 215 41 30 27 36 -9
2020-10-27 BROWARD 6792 1009 0.1485571 219 44 32 33 38 -5
2020-10-28 BROWARD 6792 938 0.1381037 224 49 36 35 40 -5
2020-10-29 BROWARD 6792 1021 0.1503239 225 51 35 35 32 3
2020-10-30 BROWARD 6792 985 0.1450236 237 47 35 44 NA NA
2020-10-31 BROWARD 6792 1107 0.1629859 244 56 35 34 NA NA
2020-11-01 BROWARD 6792 1181 0.1738810 257 57 35 38 NA NA
2020-11-02 BROWARD 6792 1155 0.1700530 253 50 38 27 NA NA
2020-11-04 BROWARD 6792 1061 0.1562132 262 51 34 27 46 -19
2020-11-05 BROWARD 6792 1045 0.1538575 276 61 35 47 42 5
2020-11-06 BROWARD 6792 1038 0.1528269 292 61 36 46 52 -6
2020-11-07 BROWARD 6792 1045 0.1538575 279 59 35 51 58 -7
2020-11-08 BROWARD 6792 1140 0.1678445 313 57 35 41 33 8
2020-11-09 BROWARD 6792 1122 0.1651943 295 55 37 24 34 -10
2020-11-10 BROWARD 6792 1075 0.1582744 307 63 42 50 40 10
2020-11-11 BROWARD 6792 1037 0.1526796 300 61 38 52 55 -3
2020-11-12 BROWARD 6792 951 0.1400177 306 59 36 61 49 12
2020-11-13 BROWARD 6792 919 0.1353062 322 55 35 52 49 3
2020-11-14 BROWARD 6792 1032 0.1519435 316 50 31 44 41 3
2020-11-15 BROWARD 6792 1123 0.1653416 302 45 30 35 53 -18
2020-11-17 BROWARD 6792 1105 0.1626914 343 54 32 69 56 13
2020-11-18 BROWARD 6792 1064 0.1566549 310 55 28 56 65 -9
2020-11-19 BROWARD 6792 1020 0.1501767 329 50 29 46 38 8
2020-11-20 BROWARD 6792 1005 0.1479682 333 54 29 44 45 -1
2020-11-21 BROWARD 6792 1103 0.1623969 322 54 30 55 43 12
2020-11-22 BROWARD 6792 1179 0.1735866 347 56 38 71 55 16
2020-11-23 BROWARD 6792 1215 0.1788869 381 61 35 66 40 26
2020-11-24 BROWARD 6792 1105 0.1626914 388 63 42 64 73 -9
2020-11-25 BROWARD 6792 1138 0.1675501 407 69 48 73 55 18
2020-11-26 BROWARD 6792 1270 0.1869847 413 69 50 60 59 1
2020-11-27 BROWARD 6792 1341 0.1974382 384 69 45 59 80 -21
2020-11-28 BROWARD 6792 1353 0.1992049 394 70 43 52 45 7
2020-11-29 BROWARD 6792 1320 0.1943463 401 69 46 62 55 7
2020-11-30 BROWARD 6792 1260 0.1855124 418 74 46 58 48 10
2020-12-01 BROWARD 6792 1139 0.1676973 432 73 46 80 62 18
2020-12-02 BROWARD 6792 1044 0.1537102 432 75 47 52 66 -14
2020-12-03 BROWARD 6792 1004 0.1478210 432 77 48 50 59 -9
2020-12-04 BROWARD 6792 1018 0.1498822 446 72 46 68 63 5
2020-12-05 BROWARD 6792 1090 0.1604829 440 72 48 60 83 -23


Hospital COVID-19 Census Trajectory

We now show a census plot of hospitalizations, patients in ICU, and those in ICU on ventilators (shown on a log scale) for Broward County.

On December 5th, 440 COVID-positive patients were hospitalized, this was down from a high of 1442 hospitalized on July 23rd. On December 5th, 72 COVID-positive patients were in the ICU, this was down from a high of 291 on July 24th. Finally, on December 5th, 48 COVID-positive patients were on ventilators, this was down from a high of 223 on July 28th. Overall the past two week, the number in hospitals has increased.

We also show the proportion of patients hospitalized who are in the ICU and the proportion of those patients in the ICU who are ventilated.

Overall, the percentage of COVID-19 hospitalized patients needing intensive care has decreased from over 35% in early April, to the current rate of approximately 25%. In addition, the percentage of COVID-19 ICU patients requiring ventilation decreased from over approximately 85% in early April to under 75% currently.

COVID-19 Deaths by Day

County Date Count
Broward 2020-03-12 1
Broward 2020-03-15 1
Broward 2020-03-16 1
Broward 2020-03-18 2
Broward 2020-03-19 2
Broward 2020-03-20 2
Broward 2020-03-21 2
Broward 2020-03-22 2
Broward 2020-03-23 4
Broward 2020-03-24 3
Broward 2020-03-25 12
Broward 2020-03-26 3
Broward 2020-03-27 9
Broward 2020-03-28 6
Broward 2020-03-29 5
Broward 2020-03-30 8
Broward 2020-03-31 4
Broward 2020-04-01 9
Broward 2020-04-02 5
Broward 2020-04-03 11
Broward 2020-04-04 9
Broward 2020-04-05 7
Broward 2020-04-06 5
Broward 2020-04-07 9
Broward 2020-04-08 9
Broward 2020-04-09 12
Broward 2020-04-10 10
Broward 2020-04-11 3
Broward 2020-04-12 16
Broward 2020-04-13 11
Broward 2020-04-14 7
Broward 2020-04-15 5
Broward 2020-04-16 7
Broward 2020-04-17 3
Broward 2020-04-18 10
Broward 2020-04-19 8
Broward 2020-04-20 7
Broward 2020-04-21 4
Broward 2020-04-22 11
Broward 2020-04-23 12
Broward 2020-04-24 5
Broward 2020-04-25 7
Broward 2020-04-26 2
Broward 2020-04-27 6
Broward 2020-04-28 5
Broward 2020-04-29 7
Broward 2020-04-30 5
Broward 2020-05-01 7
Broward 2020-05-02 2
Broward 2020-05-03 4
Broward 2020-05-04 10
Broward 2020-05-05 1
Broward 2020-05-06 2
Broward 2020-05-07 2
Broward 2020-05-08 1
Broward 2020-05-09 4
Broward 2020-05-10 1
Broward 2020-05-11 3
Broward 2020-05-12 2
Broward 2020-05-13 2
Broward 2020-05-14 6
Broward 2020-05-16 6
Broward 2020-05-17 2
Broward 2020-05-18 1
Broward 2020-05-19 3
Broward 2020-05-20 1
Broward 2020-05-21 3
Broward 2020-05-22 6
Broward 2020-05-23 1
Broward 2020-05-24 1
Broward 2020-05-25 2
Broward 2020-05-26 3
Broward 2020-05-27 2
Broward 2020-05-28 1
Broward 2020-05-29 5
Broward 2020-05-30 2
Broward 2020-05-31 1
Broward 2020-06-02 3
Broward 2020-06-03 2
Broward 2020-06-04 4
Broward 2020-06-05 2
Broward 2020-06-06 1
Broward 2020-06-07 3
Broward 2020-06-08 2
Broward 2020-06-09 3
Broward 2020-06-10 1
Broward 2020-06-11 3
Broward 2020-06-12 2
Broward 2020-06-13 3
Broward 2020-06-14 2
Broward 2020-06-15 2
Broward 2020-06-16 5
Broward 2020-06-17 4
Broward 2020-06-18 1
Broward 2020-06-19 5
Broward 2020-06-20 8
Broward 2020-06-21 5
Broward 2020-06-22 10
Broward 2020-06-23 5
Broward 2020-06-24 6
Broward 2020-06-25 9
Broward 2020-06-26 13
Broward 2020-06-27 15
Broward 2020-06-28 8
Broward 2020-06-29 12
Broward 2020-06-30 10
Broward 2020-07-01 24
Broward 2020-07-02 20
Broward 2020-07-03 12
Broward 2020-07-04 28
Broward 2020-07-05 7
Broward 2020-07-06 26
Broward 2020-07-07 21
Broward 2020-07-08 17
Broward 2020-07-09 38
Broward 2020-07-10 33
Broward 2020-07-11 25
Broward 2020-07-12 29
Broward 2020-07-13 31
Broward 2020-07-14 31
Broward 2020-07-15 31
Broward 2020-07-16 29
Broward 2020-07-17 16
Broward 2020-07-18 36
Broward 2020-07-19 30
Broward 2020-07-20 19
Broward 2020-07-21 30
Broward 2020-07-22 23
Broward 2020-07-23 30
Broward 2020-07-24 32
Broward 2020-07-25 14
Broward 2020-07-26 28
Broward 2020-07-27 7
Broward 2020-07-28 27
Broward 2020-07-29 22
Broward 2020-07-30 16
Broward 2020-07-31 16
Broward 2020-08-01 19
Broward 2020-08-02 17
Broward 2020-08-03 8
Broward 2020-08-04 7
Broward 2020-08-05 19
Broward 2020-08-06 9
Broward 2020-08-07 10
Broward 2020-08-08 11
Broward 2020-08-09 5
Broward 2020-08-10 17
Broward 2020-08-11 9
Broward 2020-08-12 19
Broward 2020-08-13 7
Broward 2020-08-14 13
Broward 2020-08-15 5
Broward 2020-08-16 10
Broward 2020-08-17 3
Broward 2020-08-18 6
Broward 2020-08-19 17
Broward 2020-08-20 4
Broward 2020-08-21 5
Broward 2020-08-22 6
Broward 2020-08-23 3
Broward 2020-08-25 7
Broward 2020-08-26 4
Broward 2020-08-27 1
Broward 2020-08-28 5
Broward 2020-08-30 8
Broward 2020-08-31 7
Broward 2020-09-01 4
Broward 2020-09-02 2
Broward 2020-09-03 5
Broward 2020-09-04 6
Broward 2020-09-05 2
Broward 2020-09-06 4
Broward 2020-09-07 2
Broward 2020-09-08 1
Broward 2020-09-09 3
Broward 2020-09-10 1
Broward 2020-09-11 3
Broward 2020-09-12 1
Broward 2020-09-14 1
Broward 2020-09-15 2
Broward 2020-09-16 1
Broward 2020-09-17 3
Broward 2020-09-18 1
Broward 2020-09-19 2
Broward 2020-09-21 3
Broward 2020-09-23 3
Broward 2020-09-24 2
Broward 2020-09-25 1
Broward 2020-09-26 2
Broward 2020-09-28 3
Broward 2020-09-29 2
Broward 2020-09-30 4
Broward 2020-10-01 1
Broward 2020-10-03 1
Broward 2020-10-04 3
Broward 2020-10-06 4
Broward 2020-10-09 3
Broward 2020-10-10 5
Broward 2020-10-12 3
Broward 2020-10-13 2
Broward 2020-10-14 2
Broward 2020-10-15 2
Broward 2020-10-16 3
Broward 2020-10-17 1
Broward 2020-10-18 1
Broward 2020-10-19 3
Broward 2020-10-20 2
Broward 2020-10-21 4
Broward 2020-10-22 4
Broward 2020-10-23 4
Broward 2020-10-24 1
Broward 2020-10-26 3
Broward 2020-10-27 6
Broward 2020-10-28 6
Broward 2020-10-29 3
Broward 2020-10-30 1
Broward 2020-10-31 3
Broward 2020-11-01 2

In Broward County, death rose until mid April before decreasing until approximately May 18th, the day the county opened (depicted by orange triangle). After May 18th, there was an increase in deaths reported per day for Broward County culminating in a peak during the second week of July. Aftewards, the number of reported deaths per day has started to decrease The peak number of deaths per day thus far reported was 36 on July 9th.

Note: Due to delays in classifying the cause of death and thus of reporting deaths due to COVID-19, the most recent data will undercount the number of deaths. Specifically, 25% of newly reported deaths were from on or before November 1st for the region. This date indicates a point where 75% of our data is considered complete. For this reason, approximately the last 5 weeks were excluded from this analysis of deaths.


Palm Beach County

COVID-19 Testing Data

Full Data

Date Positive Negative PropPositive
20-Mar 13 229 5.371901
21-Mar 14 84 14.285714
22-Mar 16 54 22.857143
23-Mar 17 135 11.184211
24-Mar 15 87 14.705882
25-Mar 37 401 8.447489
26-Mar 33 180 15.492958
27-Mar 67 211 24.100719
28-Mar 77 231 25.000000
29-Mar 15 31 32.608696
30-Mar 130 539 19.431988
31-Mar 88 414 17.529881
1-Apr 16 113 12.403101
2-Apr 170 364 31.835206
3-Apr 44 526 7.719298
4-Apr 127 446 22.164049
5-Apr 92 455 16.819013
6-Apr 69 276 20.000000
7-Apr 90 466 16.187050
8-Apr 47 135 25.824176
9-Apr 127 586 17.812062
10-Apr 98 462 17.500000
11-Apr 220 1987 9.968283
12-Apr 63 279 18.421053
13-Apr 81 352 18.706698
14-Apr 71 275 20.520231
15-Apr 99 316 23.855422
16-Apr 165 1467 10.110294
17-Apr 192 2332 7.606973
18-Apr 61 349 14.878049
19-Apr 52 312 14.285714
20-Apr 112 1418 7.320261
21-Apr 144 1970 6.811731
22-Apr 111 1373 7.479784
23-Apr 167 996 14.359415
24-Apr 65 456 12.476008
25-Apr NA NA NA
26-Apr NA NA NA
27-Apr NA NA NA
28-Apr NA NA NA
29-Apr 57 637 8.213256
30-Apr 74 1192 5.845182
1-May 39 886 4.216216
2-May 51 657 7.203390
3-May 172 2312 6.924316
4-May 82 2250 3.516295
5-May 100 1651 5.711022
6-May 86 1076 7.401033
7-May 35 1162 2.923977
8-May 171 1117 13.276397
9-May 78 897 8.000000
10-May 22 1052 2.048417
11-May 124 1198 9.379728
12-May 143 2322 5.801217
13-May 120 1418 7.802341
14-May 112 1174 8.709176
15-May 29 325 8.192090
16-May 109 1316 7.649123
17-May 113 1326 7.852676
18-May 57 1906 2.903719
19-May 67 4512 1.463202
20-May 189 3207 5.565371
21-May 100 1264 7.331378
22-May 80 1553 4.898959
23-May 45 884 4.843918
24-May 148 2866 4.910418
25-May 81 1347 5.672269
26-May 36 1000 3.474903
27-May 82 1352 5.718271
28-May 227 3455 6.165128
29-May 92 816 10.100000
30-May 145 1897 7.100000
31-May 141 2225 6.000000
1-Jun 77 780 9.000000
2-Jun 248 2096 10.600000
3-Jun 152 3341 4.400000
4-Jun 153 2955 4.900000
5-Jun 171 2240 7.100000
6-Jun 240 4530 5.000000
7-Jun 113 1553 6.800000
8-Jun 202 2670 7.000000
9-Jun 158 1481 9.600000
10-Jun 188 1594 10.500000
11-Jun 197 2147 8.400000
12-Jun 361 3135 10.300000
13-Jun 374 4183 8.200000
14-Jun 176 1808 8.900000
15-Jun 254 2417 9.500000
16-Jun 222 1733 11.400000
17-Jun 345 2212 13.500000
18-Jun 230 2757 7.700000
19-Jun 363 2236 14.000000
20-Jun 335 3100 9.800000
21-Jun 168 2581 6.100000
22-Jun 284 2371 10.700000
23-Jun 351 1540 18.600000
24-Jun 311 3024 9.300000
25-Jun 642 5349 10.700000
26-Jun 437 3632 10.700000
27-Jun 454 4878 8.500000
28-Jun 332 3066 9.800000
29-Jun 433 2573 14.400000
30-Jun 295 1760 14.400000
1-Jul 408 2823 12.600000
2-Jul 465 3276 12.400000
3-Jul 820 5279 13.400000
4-Jul 682 4223 13.900000
5-Jul 393 2410 14.000000
6-Jul 385 2067 15.700000
7-Jul 594 3851 13.400000
8-Jul 422 2517 14.400000
9-Jul 570 4346 11.600000
10-Jul 611 3689 14.200000
11-Jul 1166 9736 10.700000
12-Jul 778 6172 11.200000
13-Jul 468 2438 16.100000
14-Jul 496 3992 11.100000
15-Jul 912 7153 11.300000
16-Jul 641 5367 10.700000
17-Jul 681 6577 9.400000
18-Jul 733 5634 11.500000
19-Jul 648 4177 13.400000
20-Jul 526 3459 13.200000
21-Jul 553 5713 8.800000
22-Jul 758 5920 11.400000
23-Jul 734 5251 12.300000
24-Jul 711 6543 9.800000
25-Jul 606 5425 10.000000
26-Jul 630 6465 8.900000
27-Jul 622 5041 11.000000
28-Jul 576 6077 8.700000
29-Jul 505 4836 9.500000
30-Jul 572 5423 9.500000
31-Jul 600 5979 9.100000
1-Aug 379 4186 8.300000
2-Aug 311 2857 9.800000
3-Aug 345 2891 10.700000
4-Aug 358 3166 10.200000
5-Aug 447 5237 7.900000
6-Aug 373 4578 7.500000
7-Aug 473 5473 8.000000
8-Aug 417 5436 7.100000
9-Aug 281 3554 7.330000
10-Aug 342 3540 8.810000
11-Aug 288 4351 6.210000
12-Aug 275 3509 7.270000
13-Aug 363 5112 6.630000
14-Aug 315 4794 6.170000
15-Aug 228 3185 6.680000
16-Aug 149 1915 7.220000
17-Aug 184 3087 5.630000
18-Aug 200 3323 5.680000
19-Aug 220 4048 5.150000
20-Aug 270 4757 5.370000
21-Aug 231 5222 4.240000
22-Aug 189 5067 3.600000
23-Aug 163 2855 5.400000
24-Aug 145 2754 5.000000
25-Aug 167 3813 4.200000
26-Aug 164 3231 4.830000
27-Aug 282 5363 5.000000
28-Aug 206 4381 4.490000
29-Aug 187 4303 4.160000
30-Aug 94 2909 3.130000
31-Aug 148 4337 3.300000
1-Sep 152 3526 4.130000
2-Sep 149 3295 4.330000
3-Sep 147 3892 3.640000
4-Sep 159 4770 3.230000
5-Sep 149 4120 3.490000
6-Sep 118 3691 3.100000
7-Sep 113 2257 4.770000
8-Sep 132 2162 5.750000
9-Sep 104 2700 3.710000
10-Sep 179 3862 4.430000
11-Sep 155 4907 3.060000
12-Sep 152 4598 3.200000
13-Sep 123 4035 2.960000
14-Sep 161 3702 4.170000
15-Sep 160 3855 3.990000
16-Sep 228 5299 4.130000
17-Sep 230 5685 3.890000
18-Sep 249 5786 4.130000
19-Sep 178 3672 4.620000
20-Sep 90 2869 3.040000
21-Sep 172 2358 6.800000
22-Sep 146 3122 4.470000
23-Sep 121 3634 3.220000
24-Sep 159 5317 2.900000
25-Sep 162 4882 3.210000
26-Sep 98 3139 3.030000
27-Sep 29 1329 2.140000
28-Sep 171 4036 4.060000
29-Sep 73 2276 3.110000
30-Sep 161 3705 4.160000
1-Oct 138 5574 2.420000
2-Oct 126 3505 3.470000
3-Oct 115 3471 3.210000
4-Oct 72 2345 2.980000
5-Oct 102 2447 4.000000
6-Oct 134 4758 2.740000
7-Oct 143 4576 3.030000
8-Oct 124 5095 2.380000
9-Oct 113 1189 8.680000
10-Oct 199 8444 2.300000
11-Oct 54 2806 1.890000
12-Oct 132 3138 4.040000
13-Oct 165 3410 4.620000
14-Oct 157 4031 3.750000
15-Oct 164 4814 3.290000
16-Oct 206 5146 3.850000
17-Oct 137 3322 3.960000
18-Oct 64 2319 2.690000
19-Oct 231 3950 5.520000
20-Oct 83 1773 4.470000
21-Oct 355 6126 5.480000
22-Oct 236 7069 3.230000
23-Oct 322 11703 2.680000
24-Oct 208 3818 5.170000
25-Oct 275 4201 6.140000
26-Oct 359 3954 8.320000
27-Oct 243 4549 5.070000
28-Oct 361 5810 5.850000
29-Oct 403 6789 5.600000
30-Oct 270 3232 7.710000
31-Oct 469 6387 6.840000
1-Nov 216 3239 6.250000
2-Nov 364 3992 8.360000
3-Nov 282 3405 7.650000
4-Nov 445 5647 7.300000
5-Nov 361 7458 4.620000
6-Nov 379 4446 7.850000
7-Nov 452 7112 5.980000
8-Nov 355 3742 8.660000
9-Nov 328 3788 7.970000
10-Nov 364 3967 8.400000
11-Nov 385 4929 7.250000
12-Nov 444 4436 9.100000
13-Nov 309 2654 10.430000
14-Nov 731 9656 7.040000
15-Nov 340 4107 7.650000
16-Nov 390 3502 10.020000
17-Nov 503 5045 9.070000
18-Nov 561 7162 7.260000
19-Nov 485 6948 6.520000
20-Nov 579 8154 6.630000
21-Nov 481 6930 6.490000
22-Nov 452 6422 6.580000
23-Nov 404 6196 6.120000
24-Nov 437 5723 7.090000
25-Nov 597 10409 5.420000
26-Nov 522 8772 5.620000
27-Nov 361 5914 5.750000
28-Nov 332 4311 7.150000
29-Nov 349 4261 7.570000
30-Nov 553 4992 9.970000
1-Dec 470 5380 8.030000
2-Dec 657 8106 7.500000
3-Dec 624 8441 6.880000
4-Dec 631 9139 6.460000
5-Dec 514 7182 6.680000


Total COVID-19 Tests by Day

The average number of COVID-19 tests performed each day has increased from about 500 in early April to roughly 5000 in July. Over the past two weeks, there has been an average change of -45 tests performed each day in Palm Beach County. This data is presented on a log scale.

Positive COVID-19 Tests by Day

There was a general decrease in the number of new positive test results from early April until around May 11th. Afterwards, this trend flattened out and then increased. Over the past two weeks, there has been an average change of 3 additional positive cases each day, per day in Palm Beach County.

Proportion of Positive Cases within Past Two Weeks

During the 14-day period from 21 November to 05 December, there was a slight increase in the proportion of positive COVID-19 cases reported in Palm Beach County. Over this period, there was an average change of 0.084 percentage points per day for new positive cases.

Proportion of Positive COVID-19 Tests by Day

Overall, the proportion of positive test results out of all tests decreased significantly from over 15% in April to the proportion of about 6% at the end of May. This is a function of test availability and the population being tested. Overall, since the county reopened on May 11th, the proportion of positive tests increased over time until mid July before decreasing again. Since late October, the proportion has been increasing again.

COVID-19 Hospitalization Data

Full Data

Date County TotalBeds AvailableBeds HospitalCapacity Hospitalized ICU Ventilated AdmitPrevDay DischPrevDay DeltaAdmit
2020-04-02 PALM BEACH 4332 NA NA 150 78 38 NA NA NA
2020-04-03 PALM BEACH 4332 NA NA 171 69 60 31 12 19
2020-04-04 PALM BEACH 4332 NA NA 170 77 75 50 47 3
2020-04-05 PALM BEACH 4332 NA NA 180 83 73 49 15 34
2020-04-06 PALM BEACH 4332 NA NA 138 64 58 49 48 1
2020-04-07 PALM BEACH 4332 NA NA 199 84 63 64 39 25
2020-04-08 PALM BEACH 4332 NA NA 158 68 51 47 28 19
2020-04-09 PALM BEACH 4332 NA NA 212 86 66 93 39 54
2020-04-10 PALM BEACH 4332 2208 0.5096953 184 90 54 46 46 0
2020-04-10 PALM BEACH 4332 NA NA 200 99 55 48 40 8
2020-04-11 PALM BEACH 4332 NA NA 196 94 58 60 22 38
2020-04-12 PALM BEACH 4332 NA NA 229 103 60 36 25 11
2020-04-12 PALM BEACH 4332 NA NA 228 103 63 38 26 12
2020-04-13 PALM BEACH 4332 NA NA 239 90 54 64 38 26
2020-04-13 PALM BEACH 4332 NA NA 242 91 57 66 39 27
2020-04-14 PALM BEACH 4332 1902 0.4390582 241 89 56 65 44 21
2020-04-14 PALM BEACH 4332 1893 0.4369806 204 73 48 63 49 14
2020-04-15 PALM BEACH 4332 1832 0.4228994 223 85 51 74 38 36
2020-04-16 PALM BEACH 4332 1807 0.4171283 241 89 53 74 34 40
2020-04-16 PALM BEACH 4332 1881 0.4342105 250 92 54 72 38 34
2020-04-17 PALM BEACH 4332 1807 0.4171283 236 87 52 74 26 48
2020-04-17 PALM BEACH 4332 1868 0.4312096 239 88 54 60 33 27
2020-04-18 PALM BEACH 4332 1866 0.4307479 240 91 53 62 33 29
2020-04-18 PALM BEACH 4332 1862 0.4298246 237 89 54 61 33 28
2020-04-19 PALM BEACH 4332 1800 0.4155125 238 94 62 55 25 30
2020-04-20 PALM BEACH 4332 1842 0.4252078 245 91 56 46 25 21
2020-04-21 PALM BEACH 4332 2128 0.4912281 236 86 47 41 40 1
2020-04-22 PALM BEACH 4332 1765 0.4074331 232 88 52 46 35 11
2020-04-22 PALM BEACH 4332 1783 0.4115882 226 84 52 47 31 16
2020-04-23 PALM BEACH 4332 1762 0.4067405 232 85 50 42 34 8
2020-04-23 PALM BEACH 4332 1963 0.4531394 229 84 49 38 30 8
2020-04-24 PALM BEACH 4332 1832 0.4228994 223 73 50 40 32 8
2020-04-25 PALM BEACH 4332 1820 0.4201293 223 73 43 39 23 16
2020-04-25 PALM BEACH 4332 1774 0.4095106 221 71 43 38 25 13
2020-04-26 PALM BEACH 4332 1777 0.4102031 209 65 40 50 24 26
2020-04-26 PALM BEACH 4332 1761 0.4065097 213 68 41 45 18 27
2020-04-27 PALM BEACH 4332 1771 0.4088181 222 67 43 26 22 4
2020-04-27 PALM BEACH 4332 1793 0.4138966 223 69 44 25 22 3
2020-04-28 PALM BEACH 4332 1817 0.4194367 229 75 45 30 27 3
2020-04-28 PALM BEACH 4332 1815 0.4189751 230 75 40 29 25 4
2020-04-29 PALM BEACH 4332 1638 0.3781163 236 72 43 33 23 10
2020-04-29 PALM BEACH 4332 1634 0.3771930 232 73 44 31 22 9
2020-04-30 PALM BEACH 4332 1661 0.3834257 232 73 44 41 32 9
2020-04-30 PALM BEACH 4332 1668 0.3850416 234 74 43 45 36 9
2020-05-01 PALM BEACH 4332 1629 0.3760388 235 76 44 49 32 17
2020-05-01 PALM BEACH 4332 1607 0.3709603 236 77 44 43 32 11
2020-05-02 PALM BEACH 4332 1674 0.3864266 241 76 50 34 34 0
2020-05-03 PALM BEACH 4332 1739 0.4014312 246 72 47 35 18 17
2020-05-03 PALM BEACH 4332 1735 0.4005078 242 71 46 33 17 16
2020-05-04 PALM BEACH 4332 1621 0.3741921 228 71 52 34 39 -5
2020-05-04 PALM BEACH 4332 1613 0.3723453 228 71 52 34 39 -5
2020-05-05 PALM BEACH 4332 1545 0.3566482 230 75 47 48 33 15
2020-05-05 PALM BEACH 4332 1545 0.3566482 230 75 47 48 33 15
2020-05-06 PALM BEACH 4332 1514 0.3494922 233 67 39 45 34 11
2020-05-06 PALM BEACH 4332 1514 0.3494922 233 67 39 45 33 12
2020-05-07 PALM BEACH 4332 1478 0.3411819 237 69 41 45 28 17
2020-05-07 PALM BEACH 4332 1477 0.3409511 236 69 40 44 27 17
2020-05-08 PALM BEACH 4332 1499 0.3460295 224 65 40 36 46 -10
2020-05-09 PALM BEACH 4332 1592 0.3674977 224 66 43 31 32 -1
2020-05-09 PALM BEACH 4332 1592 0.3674977 224 66 43 31 32 -1
2020-05-10 PALM BEACH 4332 1625 0.3751154 226 69 41 41 32 9
2020-05-10 PALM BEACH 4332 1625 0.3751154 227 70 41 37 33 4
2020-05-11 PALM BEACH 4332 1640 0.3785780 218 64 38 41 28 13
2020-05-11 PALM BEACH 4332 1640 0.3785780 218 64 38 41 28 13
2020-05-12 PALM BEACH 4332 1520 0.3508772 222 67 50 41 29 12
2020-05-12 PALM BEACH 4332 1520 0.3508772 222 68 36 41 29 12
2020-05-13 PALM BEACH 4332 1508 0.3481071 216 64 37 47 35 12
2020-05-13 PALM BEACH 4332 1500 0.3462604 219 64 38 40 29 11
2020-05-14 PALM BEACH 4332 1453 0.3354109 242 75 37 48 36 12
2020-05-14 PALM BEACH 4332 1453 0.3354109 242 75 37 48 36 12
2020-05-15 PALM BEACH 4332 1460 0.3370268 236 71 37 39 30 9
2020-05-15 PALM BEACH 4332 1422 0.3282548 241 73 36 43 43 0
2020-05-16 PALM BEACH 4332 1395 0.3220222 250 70 38 48 34 14
2020-05-16 PALM BEACH 4332 1412 0.3259464 247 71 41 50 29 21
2020-05-18 PALM BEACH 4332 1479 0.3414127 251 66 33 34 25 9
2020-05-19 PALM BEACH 4332 1322 0.3051708 231 66 34 44 30 14
2020-05-23 PALM BEACH 4332 1377 0.3178670 235 55 35 38 43 -5
2020-05-26 PALM BEACH 4332 1564 0.3610342 246 66 36 36 25 11
2020-05-27 PALM BEACH 4332 1391 0.3210988 246 66 37 49 34 15
2020-05-28 PALM BEACH 4332 1295 0.2989381 234 55 34 46 62 -16
2020-05-29 PALM BEACH 4332 1222 0.2820868 238 63 35 34 37 -3
2020-05-31 PALM BEACH 4332 1272 0.2936288 241 68 40 28 26 2
2020-06-01 PALM BEACH 4332 1254 0.2894737 251 69 43 34 37 -3
2020-06-02 PALM BEACH 4288 1214 0.2831157 237 64 36 39 42 -3
2020-06-03 PALM BEACH 4288 1214 0.2831157 271 90 64 40 18 22
2020-06-04 PALM BEACH 4288 1201 0.2800840 254 78 41 45 33 12
2020-06-05 PALM BEACH 4288 1208 0.2817164 253 75 48 41 43 -2
2020-06-08 PALM BEACH 4288 1295 0.3020056 307 87 48 53 17 36
2020-06-10 PALM BEACH 4288 1157 0.2698228 293 84 55 40 41 -1
2020-06-11 PALM BEACH 4288 1158 0.2700560 275 84 52 49 42 7
2020-06-12 PALM BEACH 4288 1113 0.2595616 289 90 51 42 28 14
2020-06-12 PALM BEACH 4288 1103 0.2572295 287 88 50 42 25 17
2020-06-15 PALM BEACH 4288 1273 0.2968750 291 74 54 47 25 22
2020-06-16 PALM BEACH 4288 1200 0.2798507 303 78 44 68 45 23
2020-06-17 PALM BEACH 4288 1123 0.2618937 329 95 50 49 53 -4
2020-06-18 PALM BEACH 4288 1125 0.2623601 348 99 49 58 38 20
2020-06-19 PALM BEACH 4288 1111 0.2590951 369 90 49 58 36 22
2020-06-20 PALM BEACH 4288 1173 0.2735541 376 92 48 68 34 34
2020-06-22 PALM BEACH 4288 1259 0.2936101 371 77 46 51 35 16
2020-06-23 PALM BEACH 4288 1144 0.2667910 402 82 51 68 43 25
2020-06-24 PALM BEACH 4288 1139 0.2656250 394 84 69 57 59 -2
2020-06-25 PALM BEACH 4288 1127 0.2628265 384 76 46 70 50 20
2020-06-26 PALM BEACH 4288 1046 0.2439366 403 80 46 74 38 36
2020-06-27 PALM BEACH 4288 1124 0.2621269 420 77 45 94 57 37
2020-06-27 PALM BEACH 4288 1124 0.2621269 420 77 45 94 57 37
2020-06-28 PALM BEACH NA NA NA NA NA NA NA NA NA
2020-06-29 PALM BEACH NA NA NA NA NA NA NA NA NA
2020-06-30 PALM BEACH 4288 1072 0.2500000 493 118 56 95 57 38
2020-07-01 PALM BEACH NA NA NA NA NA NA NA NA NA
2020-07-02 PALM BEACH NA NA NA NA NA NA NA NA NA
2020-07-03 PALM BEACH NA NA NA NA NA NA NA NA NA
2020-07-05 PALM BEACH 4288 1311 0.3057369 555 115 71 84 58 26
2020-07-06 PALM BEACH 4288 1308 0.3050373 611 121 72 85 41 44
2020-07-08 PALM BEACH 4288 1130 0.2635261 610 133 76 93 98 -5
2020-07-09 PALM BEACH 4288 1072 0.2500000 615 138 105 99 82 17
2020-07-10 PALM BEACH 4288 1129 0.2632929 622 142 77 82 69 13
2020-07-12 PALM BEACH 4288 1255 0.2926772 640 142 81 105 103 2
2020-07-13 PALM BEACH 4288 1239 0.2889459 660 149 93 106 78 28
2020-07-14 PALM BEACH 4288 1160 0.2705224 680 151 90 100 78 22
2020-07-15 PALM BEACH 4288 1132 0.2639925 665 145 85 101 102 -1
2020-07-16 PALM BEACH 4288 1058 0.2467351 689 147 80 116 79 37
2020-07-17 PALM BEACH 4288 1094 0.2551306 602 149 80 111 83 28
2020-07-19 PALM BEACH 4288 1238 0.2887127 672 146 86 79 58 21
2020-07-21 PALM BEACH 4288 1170 0.2728545 672 141 82 90 103 -13
2020-07-22 PALM BEACH 4288 1143 0.2665578 665 133 79 74 75 -1
2020-07-23 PALM BEACH 4288 1169 0.2726213 659 137 75 65 80 -15
2020-07-24 PALM BEACH 4288 1155 0.2693563 628 134 76 81 88 -7
2020-07-25 PALM BEACH 4288 1186 0.2765858 650 139 78 77 84 -7
2020-07-26 PALM BEACH 4288 1434 0.3344216 640 136 81 65 73 -8
2020-07-27 PALM BEACH 4288 1407 0.3281250 639 140 86 66 34 32
2020-07-28 PALM BEACH 4288 1213 0.2828825 621 144 81 74 84 -10
2020-07-29 PALM BEACH 4288 1189 0.2772854 598 145 82 62 72 -10
2020-07-30 PALM BEACH 4288 1202 0.2803172 558 139 85 64 100 -36
2020-08-01 PALM BEACH 4288 1366 0.3185634 523 134 86 67 56 11
2020-08-02 PALM BEACH 4288 1428 0.3330224 537 132 86 58 40 18
2020-08-03 PALM BEACH 4288 1396 0.3255597 547 134 92 53 44 9
2020-08-04 PALM BEACH 4288 1267 0.2954757 498 141 99 52 71 -19
2020-08-06 PALM BEACH 4288 1278 0.2980410 486 133 92 54 61 -7
2020-08-07 PALM BEACH 4288 1390 0.3241604 465 127 86 46 57 -11
2020-08-08 PALM BEACH 4288 1465 0.3416511 437 126 84 61 82 -21
2020-08-09 PALM BEACH 4288 1487 0.3467817 440 127 89 54 45 9
2020-08-10 PALM BEACH 4288 1410 0.3288246 460 131 91 47 40 7
2020-08-11 PALM BEACH 4288 1323 0.3085354 458 136 96 45 49 -4
2020-08-12 PALM BEACH 4288 1343 0.3131996 441 125 89 58 72 -14
2020-08-13 PALM BEACH 4288 1350 0.3148321 420 122 91 50 54 -4
2020-08-14 PALM BEACH 4288 1348 0.3143657 394 120 83 50 63 -13
2020-08-16 PALM BEACH 4288 1502 0.3502799 380 116 75 28 37 -9
2020-08-17 PALM BEACH 4288 1442 0.3362873 383 114 78 45 37 8
2020-08-18 PALM BEACH 4288 1292 0.3013060 383 122 75 44 41 3
2020-08-19 PALM BEACH 4288 1312 0.3059701 358 104 73 33 57 -24
2020-08-20 PALM BEACH 4288 1354 0.3157649 631 406 74 33 49 -16
2020-08-21 PALM BEACH 4288 1485 0.3463153 313 100 67 37 47 -10
2020-08-22 PALM BEACH 4288 1384 0.3227612 289 96 64 24 42 -18
2020-08-23 PALM BEACH 4288 1420 0.3311567 273 91 62 24 26 -2
2020-08-24 PALM BEACH 4288 1416 0.3302239 258 84 61 30 27 3
2020-08-25 PALM BEACH 4288 1230 0.2868470 257 89 58 27 26 1
2020-08-26 PALM BEACH 4288 1256 0.2929104 268 95 59 29 20 9
2020-08-27 PALM BEACH 4288 1286 0.2999067 250 76 51 29 29 0
2020-08-28 PALM BEACH 4288 1279 0.2982743 247 79 55 27 27 0
2020-08-29 PALM BEACH 4288 1375 0.3206623 203 79 54 18 31 -13
2020-08-30 PALM BEACH 4288 1345 0.3136660 217 93 53 26 26 0
2020-08-31 PALM BEACH 4288 1386 0.3232276 208 76 47 25 15 10
2020-09-01 PALM BEACH 4288 1278 0.2980410 228 72 46 27 30 -3
2020-09-02 PALM BEACH 4288 1255 0.2926772 230 63 45 29 31 -2
2020-09-03 PALM BEACH 4288 1232 0.2873134 230 66 46 32 31 1
2020-09-04 PALM BEACH 4288 1297 0.3024720 208 63 46 32 37 -5
2020-09-05 PALM BEACH 4288 1323 0.3085354 186 53 41 19 31 -12
2020-09-06 PALM BEACH 4288 1482 0.3456157 187 52 38 19 27 -8
2020-09-07 PALM BEACH 4288 1510 0.3521455 183 46 36 16 15 1
2020-09-08 PALM BEACH 4288 1447 0.3374534 176 45 29 20 26 -6
2020-09-09 PALM BEACH 4288 1314 0.3064366 173 52 33 24 27 -3
2020-09-11 PALM BEACH 4288 1262 0.2943097 163 53 36 23 23 0
2020-09-12 PALM BEACH 4288 1301 0.3034049 165 64 36 28 26 2
2020-09-13 PALM BEACH 4288 1434 0.3344216 165 63 39 24 17 7
2020-09-15 PALM BEACH 4288 1230 0.2868470 166 60 39 28 23 5
2020-09-16 PALM BEACH 4288 1254 0.2924440 172 54 34 28 21 7
2020-09-17 PALM BEACH 4288 1249 0.2912780 159 53 32 26 20 6
2020-09-18 PALM BEACH 4288 1252 0.2919776 165 56 35 32 25 7
2020-09-19 PALM BEACH 4288 1337 0.3118004 142 51 29 27 25 2
2020-09-20 PALM BEACH 4288 1404 0.3274254 163 52 28 21 17 4
2020-09-21 PALM BEACH 4288 1371 0.3197295 164 54 26 31 19 12
2020-09-22 PALM BEACH 4288 1311 0.3057369 159 51 29 31 20 11
2020-09-23 PALM BEACH 4288 1270 0.2961754 141 50 29 15 35 -20
2020-09-24 PALM BEACH 4288 1247 0.2908116 133 48 31 15 24 -9
2020-09-25 PALM BEACH 4288 1202 0.2803172 130 48 32 20 21 -1
2020-09-25 PALM BEACH 4288 1400 0.3264925 122 46 29 19 25 -6
2020-09-27 PALM BEACH 4288 1447 0.3374534 127 56 31 17 10 7
2020-09-29 PALM BEACH 4288 1380 0.3218284 126 46 26 16 16 0
2020-10-02 PALM BEACH 4288 1273 0.2968750 110 34 17 12 14 -2
2020-10-05 PALM BEACH 4288 1349 0.3145989 102 33 16 14 7 7
2020-10-06 PALM BEACH 4288 1212 0.2826493 105 36 19 16 7 9
2020-10-08 PALM BEACH 4288 1159 0.2702892 116 44 22 21 10 11
2020-10-09 PALM BEACH 4288 1085 0.2530317 115 40 17 19 11 8
2020-10-10 PALM BEACH 4288 1206 0.2812500 117 41 17 21 20 1
2020-10-12 PALM BEACH 4288 1302 0.3036381 122 37 16 16 9 7
2020-10-14 PALM BEACH 4288 1208 0.2817164 121 35 16 10 11 -1
2020-10-16 PALM BEACH 4288 1296 0.3022388 108 36 15 18 19 -1
2020-10-17 PALM BEACH 4288 1462 0.3409515 101 39 12 13 18 -5
2020-10-18 PALM BEACH 4288 1469 0.3425840 103 31 10 16 10 6
2020-10-19 PALM BEACH 4288 1458 0.3400187 105 31 10 17 11 6
2020-10-20 PALM BEACH 4288 1380 0.3218284 111 23 11 21 9 12
2020-10-22 PALM BEACH 4288 1247 0.2908116 118 22 7 24 14 10
2020-10-23 PALM BEACH 4288 1270 0.2961754 122 24 7 22 19 3
2020-10-24 PALM BEACH 4288 1360 0.3171642 137 24 9 27 16 11
2020-10-25 PALM BEACH 4288 1382 0.3222948 137 24 12 32 21 11
2020-10-26 PALM BEACH 4288 1449 0.3379198 129 24 12 28 20 8
2020-10-27 PALM BEACH 4288 1327 0.3094683 143 28 13 21 23 -2
2020-10-28 PALM BEACH 4288 1243 0.2898787 143 25 14 16 22 -6
2020-10-29 PALM BEACH 4288 1227 0.2861474 137 22 10 22 24 -2
2020-10-30 PALM BEACH 4288 1212 0.2826493 153 24 12 28 NA NA
2020-10-31 PALM BEACH 4288 1219 0.2842817 149 24 13 27 NA NA
2020-11-01 PALM BEACH 4288 1336 0.3115672 139 22 17 28 NA NA
2020-11-02 PALM BEACH 4288 1344 0.3134328 152 30 18 22 NA NA
2020-11-04 PALM BEACH 4288 1215 0.2833489 164 33 18 33 32 1
2020-11-05 PALM BEACH 4288 1204 0.2807836 163 30 19 33 25 8
2020-11-06 PALM BEACH 4288 1470 0.3428172 153 29 18 27 37 -10
2020-11-07 PALM BEACH 4288 1227 0.2861474 159 27 16 33 20 13
2020-11-08 PALM BEACH 4288 1302 0.3036381 164 31 18 32 21 11
2020-11-09 PALM BEACH 4288 1279 0.2982743 191 30 17 39 16 23
2020-11-10 PALM BEACH 4288 1201 0.2800840 211 36 17 40 36 4
2020-11-11 PALM BEACH 4288 1077 0.2511660 217 37 17 33 35 -2
2020-11-12 PALM BEACH 4288 1098 0.2560634 225 40 18 43 29 14
2020-11-13 PALM BEACH 4288 1086 0.2532649 236 40 17 43 27 16
2020-11-14 PALM BEACH 4288 1138 0.2653918 232 45 19 48 42 6
2020-11-15 PALM BEACH 4288 1246 0.2905784 228 48 20 32 20 12
2020-11-17 PALM BEACH 4288 1136 0.2649254 251 62 27 62 40 22
2020-11-18 PALM BEACH 4288 1097 0.2558302 243 61 26 43 33 10
2020-11-19 PALM BEACH 4288 1150 0.2681903 237 59 28 35 35 0
2020-11-20 PALM BEACH 4288 1114 0.2597948 243 54 26 46 36 10
2020-11-21 PALM BEACH 4288 1166 0.2719216 239 50 26 35 39 -4
2020-11-22 PALM BEACH 4288 1258 0.2933769 259 55 31 40 22 18
2020-11-23 PALM BEACH 4288 1262 0.2943097 264 53 29 38 22 16
2020-11-24 PALM BEACH 4288 1132 0.2639925 274 58 36 47 32 15
2020-11-25 PALM BEACH 4288 1095 0.2553638 263 60 34 50 64 -14
2020-11-26 PALM BEACH 4288 1201 0.2800840 272 61 37 46 35 11
2020-11-27 PALM BEACH 4288 1218 0.2840485 296 72 41 33 36 -3
2020-11-28 PALM BEACH 4288 1250 0.2915112 290 71 40 44 33 11
2020-11-29 PALM BEACH 4288 1175 0.2740205 290 77 41 37 38 -1
2020-11-30 PALM BEACH 4288 1136 0.2649254 302 76 43 43 28 15
2020-12-01 PALM BEACH 4288 1113 0.2595616 306 75 48 48 34 14
2020-12-02 PALM BEACH 4288 994 0.2318097 284 71 51 34 49 -15
2020-12-03 PALM BEACH 4288 979 0.2283116 285 69 42 40 42 -2
2020-12-04 PALM BEACH 4288 1062 0.2476679 288 57 42 54 31 23
2020-12-05 PALM BEACH 4288 1096 0.2555970 281 59 40 66 38 28


Hospital COVID-19 Census Trajectory

We now show a census plot of hospitalizations, patients in ICU, and those in ICU on ventilators (shown on a log scale) for Palm Beach County.

On December 5th, there were 281 COVID-positive patients hospitalized, this was down from a high of 689 on July 16th. On December 5th, there were 59 COVID-positive patients in the ICU, this was down from a high of 151 on July 14th. Finally, On December 5th, there were 40 COVID-positive patients ventilated, this was down from a reported high of 105 on July 9th. However, over the past two weeks, the number in hospitals has increased significantly.

We also show the proportion of patients hospitalized who are in the ICU and the proportion of those in the ICU who are ventilated.

Currently, under 40% of COVID-19 hospitalized individuals are in the ICU. Over 50% of those in the ICU require ventilation.

COVID-19 Deaths by Day

County Date Count
Palm Beach 2020-03-13 1
Palm Beach 2020-03-16 1
Palm Beach 2020-03-18 1
Palm Beach 2020-03-20 2
Palm Beach 2020-03-21 2
Palm Beach 2020-03-22 2
Palm Beach 2020-03-24 1
Palm Beach 2020-03-25 5
Palm Beach 2020-03-26 2
Palm Beach 2020-03-27 14
Palm Beach 2020-03-28 10
Palm Beach 2020-03-29 13
Palm Beach 2020-03-30 7
Palm Beach 2020-03-31 5
Palm Beach 2020-04-01 9
Palm Beach 2020-04-02 15
Palm Beach 2020-04-03 14
Palm Beach 2020-04-04 4
Palm Beach 2020-04-05 4
Palm Beach 2020-04-06 5
Palm Beach 2020-04-07 10
Palm Beach 2020-04-08 6
Palm Beach 2020-04-09 7
Palm Beach 2020-04-10 5
Palm Beach 2020-04-11 9
Palm Beach 2020-04-12 6
Palm Beach 2020-04-13 6
Palm Beach 2020-04-14 10
Palm Beach 2020-04-15 11
Palm Beach 2020-04-16 11
Palm Beach 2020-04-17 12
Palm Beach 2020-04-18 5
Palm Beach 2020-04-19 9
Palm Beach 2020-04-20 7
Palm Beach 2020-04-21 9
Palm Beach 2020-04-22 9
Palm Beach 2020-04-23 11
Palm Beach 2020-04-24 3
Palm Beach 2020-04-25 8
Palm Beach 2020-04-26 5
Palm Beach 2020-04-27 4
Palm Beach 2020-04-28 4
Palm Beach 2020-04-29 9
Palm Beach 2020-04-30 4
Palm Beach 2020-05-01 3
Palm Beach 2020-05-02 3
Palm Beach 2020-05-03 5
Palm Beach 2020-05-04 5
Palm Beach 2020-05-05 5
Palm Beach 2020-05-06 8
Palm Beach 2020-05-07 6
Palm Beach 2020-05-08 6
Palm Beach 2020-05-09 7
Palm Beach 2020-05-10 3
Palm Beach 2020-05-11 9
Palm Beach 2020-05-12 4
Palm Beach 2020-05-13 4
Palm Beach 2020-05-14 7
Palm Beach 2020-05-15 6
Palm Beach 2020-05-16 6
Palm Beach 2020-05-17 5
Palm Beach 2020-05-18 3
Palm Beach 2020-05-19 2
Palm Beach 2020-05-20 9
Palm Beach 2020-05-21 2
Palm Beach 2020-05-22 8
Palm Beach 2020-05-23 7
Palm Beach 2020-05-24 6
Palm Beach 2020-05-25 5
Palm Beach 2020-05-26 4
Palm Beach 2020-05-27 7
Palm Beach 2020-05-28 8
Palm Beach 2020-05-29 5
Palm Beach 2020-05-30 4
Palm Beach 2020-05-31 8
Palm Beach 2020-06-01 4
Palm Beach 2020-06-02 3
Palm Beach 2020-06-03 6
Palm Beach 2020-06-04 4
Palm Beach 2020-06-05 8
Palm Beach 2020-06-06 8
Palm Beach 2020-06-07 5
Palm Beach 2020-06-08 12
Palm Beach 2020-06-09 1
Palm Beach 2020-06-10 5
Palm Beach 2020-06-11 9
Palm Beach 2020-06-12 8
Palm Beach 2020-06-13 8
Palm Beach 2020-06-14 5
Palm Beach 2020-06-15 5
Palm Beach 2020-06-16 6
Palm Beach 2020-06-17 10
Palm Beach 2020-06-18 5
Palm Beach 2020-06-19 10
Palm Beach 2020-06-20 5
Palm Beach 2020-06-21 2
Palm Beach 2020-06-22 15
Palm Beach 2020-06-23 7
Palm Beach 2020-06-24 22
Palm Beach 2020-06-25 18
Palm Beach 2020-06-26 24
Palm Beach 2020-06-27 25
Palm Beach 2020-06-28 20
Palm Beach 2020-06-29 15
Palm Beach 2020-06-30 7
Palm Beach 2020-07-01 12
Palm Beach 2020-07-02 20
Palm Beach 2020-07-03 10
Palm Beach 2020-07-04 19
Palm Beach 2020-07-05 13
Palm Beach 2020-07-06 20
Palm Beach 2020-07-07 16
Palm Beach 2020-07-08 10
Palm Beach 2020-07-09 20
Palm Beach 2020-07-10 19
Palm Beach 2020-07-11 16
Palm Beach 2020-07-12 19
Palm Beach 2020-07-13 15
Palm Beach 2020-07-14 18
Palm Beach 2020-07-15 25
Palm Beach 2020-07-16 18
Palm Beach 2020-07-17 20
Palm Beach 2020-07-18 12
Palm Beach 2020-07-19 16
Palm Beach 2020-07-20 17
Palm Beach 2020-07-21 20
Palm Beach 2020-07-22 16
Palm Beach 2020-07-23 17
Palm Beach 2020-07-24 15
Palm Beach 2020-07-25 8
Palm Beach 2020-07-26 9
Palm Beach 2020-07-27 16
Palm Beach 2020-07-28 11
Palm Beach 2020-07-29 15
Palm Beach 2020-07-30 15
Palm Beach 2020-07-31 11
Palm Beach 2020-08-01 7
Palm Beach 2020-08-02 7
Palm Beach 2020-08-03 8
Palm Beach 2020-08-04 9
Palm Beach 2020-08-05 13
Palm Beach 2020-08-06 5
Palm Beach 2020-08-07 14
Palm Beach 2020-08-08 8
Palm Beach 2020-08-09 3
Palm Beach 2020-08-10 10
Palm Beach 2020-08-11 14
Palm Beach 2020-08-12 8
Palm Beach 2020-08-13 8
Palm Beach 2020-08-14 9
Palm Beach 2020-08-15 8
Palm Beach 2020-08-16 7
Palm Beach 2020-08-17 5
Palm Beach 2020-08-18 4
Palm Beach 2020-08-19 10
Palm Beach 2020-08-20 7
Palm Beach 2020-08-21 4
Palm Beach 2020-08-22 1
Palm Beach 2020-08-23 4
Palm Beach 2020-08-24 8
Palm Beach 2020-08-25 4
Palm Beach 2020-08-26 6
Palm Beach 2020-08-27 12
Palm Beach 2020-08-28 7
Palm Beach 2020-08-29 1
Palm Beach 2020-08-30 4
Palm Beach 2020-08-31 8
Palm Beach 2020-09-01 9
Palm Beach 2020-09-02 5
Palm Beach 2020-09-03 4
Palm Beach 2020-09-04 6
Palm Beach 2020-09-05 2
Palm Beach 2020-09-06 12
Palm Beach 2020-09-07 6
Palm Beach 2020-09-08 4
Palm Beach 2020-09-09 1
Palm Beach 2020-09-10 5
Palm Beach 2020-09-11 1
Palm Beach 2020-09-12 2
Palm Beach 2020-09-13 6
Palm Beach 2020-09-14 6
Palm Beach 2020-09-15 6
Palm Beach 2020-09-16 5
Palm Beach 2020-09-17 4
Palm Beach 2020-09-18 6
Palm Beach 2020-09-19 4
Palm Beach 2020-09-20 5
Palm Beach 2020-09-21 4
Palm Beach 2020-09-22 1
Palm Beach 2020-09-23 2
Palm Beach 2020-09-24 2
Palm Beach 2020-09-25 5
Palm Beach 2020-09-26 1
Palm Beach 2020-09-27 3
Palm Beach 2020-09-28 5
Palm Beach 2020-09-29 1
Palm Beach 2020-09-30 2
Palm Beach 2020-10-01 3
Palm Beach 2020-10-02 4
Palm Beach 2020-10-03 1
Palm Beach 2020-10-04 3
Palm Beach 2020-10-05 2
Palm Beach 2020-10-06 6
Palm Beach 2020-10-07 8
Palm Beach 2020-10-08 9
Palm Beach 2020-10-09 1
Palm Beach 2020-10-10 3
Palm Beach 2020-10-11 2
Palm Beach 2020-10-12 2
Palm Beach 2020-10-13 4
Palm Beach 2020-10-14 1
Palm Beach 2020-10-15 1
Palm Beach 2020-10-16 2
Palm Beach 2020-10-17 1
Palm Beach 2020-10-19 4
Palm Beach 2020-10-20 2
Palm Beach 2020-10-21 4
Palm Beach 2020-10-22 5
Palm Beach 2020-10-23 2
Palm Beach 2020-10-24 2
Palm Beach 2020-10-25 7
Palm Beach 2020-10-26 2
Palm Beach 2020-10-27 2
Palm Beach 2020-10-28 2
Palm Beach 2020-10-29 1
Palm Beach 2020-10-31 1
Palm Beach 2020-11-01 1

In Palm Beach County, COVID-positive deaths rose until mid April and afterward have been decreasing. This decrease in deaths may be attributable to advances in COVID-19 treatments and standard of care. A decrease in median age of those impacted could also partially explain this decrease. From mid-June until approximately the end of July, there was an increase in reported deaths per day. This number is now declining. Thus far, the peak number of deaths per day was 25 on June 27th.

Note: Due to delays in classifying the cause of death and thus of reporting deaths due to COVID-19, the most recent data will undercount the number of deaths. Specifically, 25% of newly reported deaths were from on or before November 1st for the region. This date indicates a point where 75% of our data is considered complete. For this reason, approximately the last 5 weeks were excluded from this analysis of deaths.


Conclusion

During the past two weeks, the number of positive COVID-19 tests has increased by an average of 33, 12, and 3 each day for Miami-Dade, Broward, and Palm Beach Counties, respectively. All three counties experienced increases in cases and in case positivity. All three counties increased in hospitalization census. The number of COVID-19 tests performed per week increased for Miami-Dade and Broward Counties, but decreased for Palm Beach County. All three counties reported declines in the number of deaths reported each day. There is currently a 5 week delay in the reporting of COVID-19 deaths for South Florida.


Data Sources

Data sources are as follows:

  • COVID-19 Test Results: The number of positive and negative COVID-19 test results come from the Florida Department of Health: https://floridahealthcovid19.gov/.
  • COVID-19 Hospital Census: The hospitalization data is disseminated by Florida’s Agency for Health Care Administration: https://ahca.myflorida.com/.
  • COVID-19 Death Linelist: This list is created and disseminated by Florida’s Department of Health. Deaths are medical examiner confirmed. https://floridahealthcovid19.gov.